From 1d97f0bdc3e42d3a11368b6a4066cc40f2a9803f Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Tue, 19 Aug 2025 18:04:28 +0200
Subject: [PATCH 01/56] add things for score monitor

---
 .../ScoreBasedAmbiguityResolution.hpp         | 24 +++++++++
 .../ScoreBasedAmbiguityResolution.ipp         | 23 +++++++++
 .../ScoreBasedAmbiguityResolution.cpp         | 51 +++++++++++++++++++
 3 files changed, 98 insertions(+)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index fff9d7314b0..13550bd3613 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -151,6 +151,30 @@ class ScoreBasedAmbiguityResolution {
     std::vector<OptionalHitSelection> hitSelections = {};
   };
 
+  struct ScoreMonitor {
+    std::size_t ptScore = 0;
+    std::vector<std::size_t> detectorHitScore;
+    std::vector<std::size_t> detectorHoleScore;
+    std::vector<std::size_t> detectorOutlierScore;
+    std::vector<std::size_t> detectorOtherScore;
+    std::size_t chi2Score = 0;
+
+    std::vector<std::size_t> optionalScore;
+
+    std::size_t totalScore = 0;
+
+    void setZero() {
+      ptScore = 0;
+      detectorHitScore.clear();
+      detectorHoleScore.clear();
+      detectorOutlierScore.clear();
+      detectorOtherScore.clear();
+      chi2Score = 0;
+      optionalScore.clear();
+      totalScore = 0;
+    }
+  };
+
   explicit ScoreBasedAmbiguityResolution(
       const Config& cfg,
       std::unique_ptr<const Logger> logger =
diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index 151398fa14a..a29755e16c3 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -77,6 +77,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
     const Optionals<typename track_container_t::ConstTrackProxy>& optionals)
     const {
   std::vector<double> trackScore;
+  std::vector<ScoreMonitor> scoreMonitor;
   trackScore.reserve(tracks.size());
 
   int iTrack = 0;
@@ -190,7 +191,9 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     const Optionals<typename track_container_t::ConstTrackProxy>& optionals)
     const {
   std::vector<double> trackScore;
+  std::vector<ScoreMonitor> scoreMonitor;
   trackScore.reserve(tracks.size());
+  scoreMonitor.reserve(tracks.size());
 
   ACTS_VERBOSE("Using Ambiguity Scoring function");
 
@@ -205,6 +208,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     // get the trackFeatures map for the track
     const auto& trackFeaturesVector = trackFeaturesVectors[iTrack];
     double score = 1;
+    ScoreMonitor monitor;
     auto pT = Acts::VectorHelpers::perp(track.momentum());
     auto eta = Acts::VectorHelpers::eta(track.momentum());
 
@@ -221,6 +225,8 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     if (score == 0) {
       iTrack++;
       trackScore.push_back(score);
+      monitor.setZero();
+      scoreMonitor.push_back(monitor);
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
@@ -250,6 +256,8 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     if (score == 0) {
       iTrack++;
       trackScore.push_back(score);
+      monitor.setZero();
+      scoreMonitor.push_back(monitor);
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
@@ -262,6 +270,8 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     ACTS_DEBUG("Modifier for pT = " << pT << " GeV is : " << score
                                     << "  New score now: " << score);
 
+    monitor.ptScore = score;                                
+
     for (std::size_t detectorId = 0; detectorId < m_cfg.detectorConfigs.size();
          detectorId++) {
       const auto& detector = m_cfg.detectorConfigs.at(detectorId);
@@ -280,6 +290,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
                                  << " hits: " << detector.factorHits[nHits]
                                  << "  New score now: " << score);
 
+      monitor.detectorHitScore.push_back(score);                           
       // choosing a scaling factor based on the number of holes in a track per
       // detector.
       std::size_t iHoles = trackFeatures.nHoles;
@@ -288,6 +299,9 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
         iHoles = detector.maxHoles;
       }
       score = score * detector.factorHoles[iHoles];
+
+      monitor.detectorHoleScore.push_back(score);
+
       ACTS_DEBUG("Modifier for " << iHoles
                                  << " holes: " << detector.factorHoles[iHoles]
                                  << "  New score now: " << score);
@@ -295,6 +309,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
 
     for (const auto& scoreFunction : optionals.scores) {
       scoreFunction(track, score);
+      monitor.optionalScore.push_back(score);
     }
 
     if (track.chi2() > 0 && track.nDoF() > 0) {
@@ -302,19 +317,27 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
       int indf = track.nDoF();
       double fac = 1. / std::log10(10. + 10. * chi2 / indf);
       score = score * fac;
+
+      monitor.chi2Score = score;
+
       ACTS_DEBUG("Modifier for chi2 = " << chi2 << " and NDF = " << indf
                                         << " is : " << fac
                                         << "  New score now: " << score);
     }
 
+    monitor.totalScore = score;
+
     iTrack++;
 
     // Add the score to the vector
     trackScore.push_back(score);
+    scoreMonitor.push_back(monitor);
     ACTS_VERBOSE("Track: " << iTrack << " score: " << score);
 
   }  // end of loop over tracks
 
+  saveScoreMonitor(scoreMonitor, "scoreMonitor.csv");
+
   return trackScore;
 }
 
diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index f1ffc74ce15..500ac702d09 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -23,3 +23,54 @@ bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
           trackFeatures.nOutliers > detector.maxOutliersPerEta[etaBin] ||
           trackFeatures.nSharedHits > detector.maxSharedHitsPerEta[etaBin]);
 }
+void Acts::ScoreBasedAmbiguityResolution::saveScoreMonitor(
+  const std::vector<ScoreMonitor>& scoreMonitor,
+  const std::string& monitorFilePath) const {
+std::string headers;
+headers = "ptScore,";
+for (std::size_t i = 0; i < scoreMonitor[0].detectorHitScore.size(); i++) {
+  headers += "detectorHitScore" + std::to_string(i) + ",";
+}
+for (std::size_t i = 0; i < scoreMonitor[0].detectorHoleScore.size(); i++) {
+  headers += "detectorHoleScore" + std::to_string(i) + ",";
+}
+for (std::size_t i = 0; i < scoreMonitor[0].detectorOutlierScore.size();
+     i++) {
+  headers += "detectorOutlierScore" + std::to_string(i) + ",";
+}
+for (std::size_t i = 0; i < scoreMonitor[0].detectorOtherScore.size(); i++) {
+  headers += "detectorOtherScore" + std::to_string(i) + ",";
+}
+headers += "chi2Score,";
+for (std::size_t i = 0; i < scoreMonitor[0].optionalScore.size(); i++) {
+  headers += "optionalScore" + std::to_string(i) + ",";
+}
+headers += "totalScore\n";
+
+std::ofstream monitorFile;
+monitorFile.open(monitorFilePath, std::ios::app);
+monitorFile << headers;
+
+for (const auto& monitor : scoreMonitor) {
+  monitorFile << monitor.ptScore << ",";
+  for (const auto& score : monitor.detectorHitScore) {
+    monitorFile << score << ",";
+  }
+  for (const auto& score : monitor.detectorHoleScore) {
+    monitorFile << score << ",";
+  }
+  for (const auto& score : monitor.detectorOutlierScore) {
+    monitorFile << score << ",";
+  }
+  for (const auto& score : monitor.detectorOtherScore) {
+    monitorFile << score << ",";
+  }
+  monitorFile << monitor.chi2Score << ",";
+  for (const auto& score : monitor.optionalScore) {
+    monitorFile << score << ",";
+  }
+  monitorFile << monitor.totalScore << "\n";
+}
+
+monitorFile.close();
+}
\ No newline at end of file

From dfbbda107513f91078195eae5325197dfb6aae49 Mon Sep 17 00:00:00 2001
From: junggjo9 <junggjo90@gmail.com>
Date: Tue, 19 Aug 2025 18:37:54 +0200
Subject: [PATCH 02/56] refactor:  GeometryIdMultiset, sort by object by time
 if possible (#4546)

- Add  a new comparator to the CompareGeometryId which sorts the objects by time if they've the same geometry id
---
 .../performance_finding_ckf.root              | Bin 36107 -> 35949 bytes
 .../performance_finding_ckf_ambi.root         | Bin 34657 -> 34710 bytes
 .../performance_fitting_ckf.root              | Bin 147285 -> 146248 bytes
 .../performance_seeding.root                  | Bin 40189 -> 40108 bytes
 ...ance_vertexing_amvf_gauss_notime_hist.root | Bin 46955 -> 46844 bytes
 ...ormance_vertexing_amvf_grid_time_hist.root | Bin 46785 -> 46821 bytes
 ...performance_vertexing_ivf_notime_hist.root | Bin 47993 -> 48001 bytes
 .../tracksummary_ckf_hist.root                | Bin 38320 -> 38316 bytes
 .../performance_finding_ckf.root              | Bin 44546 -> 44689 bytes
 .../performance_finding_ckf_ambi.root         | Bin 40451 -> 40355 bytes
 .../performance_finding_ckf_ml_solver.root    | Bin 40333 -> 40312 bytes
 .../performance_fitting_ckf.root              | Bin 212749 -> 213334 bytes
 .../performance_seeding.root                  | Bin 48483 -> 48367 bytes
 ...ance_vertexing_amvf_gauss_notime_hist.root | Bin 50339 -> 50380 bytes
 ...ormance_vertexing_amvf_grid_time_hist.root | Bin 50479 -> 50529 bytes
 .../tracksummary_ckf_hist.root                | Bin 42482 -> 42494 bytes
 .../performance_trackfitting.root             | Bin 241416 -> 242063 bytes
 .../EventData/GeometryContainers.hpp          |  54 +++++++++++++-----
 Examples/Python/tests/root_file_hashes.txt    |  46 +++++++--------
 19 files changed, 64 insertions(+), 36 deletions(-)

diff --git a/CI/physmon/reference/trackfinding_4muon_50vertices/performance_finding_ckf.root b/CI/physmon/reference/trackfinding_4muon_50vertices/performance_finding_ckf.root
index 830c1379c74611215574e91e92a15013e9a2c51f..7ea944afc08bea8dbd81c96823abf850a375ee6b 100644
GIT binary patch
delta 12780
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diff --git a/CI/physmon/reference/trackfinding_4muon_50vertices/performance_fitting_ckf.root b/CI/physmon/reference/trackfinding_4muon_50vertices/performance_fitting_ckf.root
index a44305770d3661a6d92ac7ba794bee769aad8724..264fb593b9c4b14f0c91cfa978053f313790581b 100644
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diff --git a/CI/physmon/reference/trackfinding_4muon_50vertices/performance_vertexing_amvf_gauss_notime_hist.root b/CI/physmon/reference/trackfinding_4muon_50vertices/performance_vertexing_amvf_gauss_notime_hist.root
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diff --git a/CI/physmon/reference/trackfinding_4muon_50vertices/tracksummary_ckf_hist.root b/CI/physmon/reference/trackfinding_4muon_50vertices/tracksummary_ckf_hist.root
index 41f0fd007e4de735d7550c0fbcf1d4da2792a964..d51b2f526b3526459fdd8d5e688004b2d5321732 100644
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ambi.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ambi.root
index 1aff01a192fae4d7b0f940d7f86030a2755093c3..dbdbf94aafc746f7809d8b7d039cfae46c19775e 100644
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_seeding.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_seeding.root
index 52e66eef555193b1026688d5cdec4d3cf808a80a..856f8c227a7fa72f7143d5706bb1aa788609c7b5 100644
GIT binary patch
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_vertexing_amvf_grid_time_hist.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_vertexing_amvf_grid_time_hist.root
index 549935c53d90ce3adc5d27b336b926b14d6f2ce5..e28a42cf3afbd8e994869d18766f68ef738a3861 100644
GIT binary patch
delta 20614
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/tracksummary_ckf_hist.root b/CI/physmon/reference/trackfinding_ttbar_pu200/tracksummary_ckf_hist.root
index 4b612d4ae7ab77f865f0b1a70270281d8c68d15b..e428077d0b58d22a40c03a19df6b22fd06cd3842 100644
GIT binary patch
delta 18312
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diff --git a/Examples/Framework/include/ActsExamples/EventData/GeometryContainers.hpp b/Examples/Framework/include/ActsExamples/EventData/GeometryContainers.hpp
index 2cbb8c408de..647e4e1f835 100644
--- a/Examples/Framework/include/ActsExamples/EventData/GeometryContainers.hpp
+++ b/Examples/Framework/include/ActsExamples/EventData/GeometryContainers.hpp
@@ -9,6 +9,7 @@
 #pragma once
 
 #include "Acts/Geometry/GeometryIdentifier.hpp"
+#include "Acts/Utilities/PointerTraits.hpp"
 #include "ActsExamples/Utilities/GroupBy.hpp"
 #include "ActsExamples/Utilities/Range.hpp"
 
@@ -22,6 +23,26 @@
 
 namespace ActsExamples {
 namespace detail {
+/// @brief Concept to define objects that have a geometryId getter method
+template <typename ObjType>
+concept GeometryIdObj = requires(const ObjType& obj) {
+  { obj.geometryId() } -> std::same_as<Acts::GeometryIdentifier>;
+};
+/// @brief Concept to define objects to pointer that have a geometryId getter method
+template <typename ObjType>
+concept GeometryIdPtrObj =
+    Acts::PointerConcept<ObjType> &&
+    GeometryIdObj<typename Acts::RemovePointer<ObjType>::type>;
+
+/// @brief Concept to define an object which carries time
+template <typename ObjType>
+concept TimedObj = requires(const ObjType& obj) {
+  { obj.time() };
+};
+/// @brief Concept to define a pointer to an object which carries time
+template <typename ObjType>
+concept TimedObjPtr = Acts::PointerConcept<ObjType> &&
+                      TimedObj<typename Acts::RemovePointer<ObjType>::type>;
 
 // extract the geometry identifier from a variety of types
 struct GeometryIdGetter {
@@ -42,24 +63,17 @@ struct GeometryIdGetter {
     return mapItem.first;
   }
   // Support pointer to object that implement `.geometryId()`.
-  template <typename T>
-  constexpr Acts::GeometryIdentifier operator()(const T* thing) const {
+  template <GeometryIdPtrObj T>
+  constexpr Acts::GeometryIdentifier operator()(const T& thing) const {
     return thing->geometryId();
   }
   // support elements that implement `.geometryId()`.
-  template <typename T>
-  inline auto operator()(const T& thing) const
-      -> decltype(thing.geometryId(), Acts::GeometryIdentifier()) {
+  template <GeometryIdObj T>
+  inline auto operator()(const T& thing) const {
     return thing.geometryId();
   }
-  // support pointer type elements that implements `geometryId()`.
-  template <typename T>
-  inline auto operator()(const T& thing) const
-      -> decltype(thing->geometryId(), Acts::GeometryIdentifier()) {
-    return thing->geometryId();
-  }
   // support reference_wrappers around such types as well
-  template <typename T>
+  template <GeometryIdObj T>
   inline auto operator()(std::reference_wrapper<T> thing) const
       -> decltype(thing.get().geometryId(), Acts::GeometryIdentifier()) {
     return thing.get().geometryId();
@@ -69,6 +83,21 @@ struct GeometryIdGetter {
 struct CompareGeometryId {
   // indicate that comparisons between keys and full objects are allowed.
   using is_transparent = void;
+
+  /// @brief Comparator that sorts objects with the same geometry id by time
+  template <TimedObj Left, TimedObj Right>
+  constexpr bool operator()(const Left& lhs, const Right& rhs) const {
+    const auto lId = GeometryIdGetter{}(lhs);
+    const auto rId = GeometryIdGetter{}(rhs);
+    if (lId == rId) {
+      return lhs.time() < rhs.time();
+    }
+    return lId < rId;
+  }
+  template <TimedObjPtr Left, TimedObjPtr Right>
+  constexpr bool operator()(const Left& lhs, const Right& rhs) const {
+    return (*this)(*lhs, *rhs);
+  }
   // compare two elements using the automatic key extraction.
   template <typename Left, typename Right>
   constexpr bool operator()(Left&& lhs, Right&& rhs) const {
@@ -91,7 +120,6 @@ struct CompareGeometryId {
 template <typename T>
 using GeometryIdMultiset =
     boost::container::flat_multiset<T, detail::CompareGeometryId>;
-
 /// Store elements indexed by an geometry id.
 ///
 /// @tparam T type to be stored
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index e32aafdfb9b..d5e53bc5c09 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -3,12 +3,12 @@ test_fatras__particles_simulation.root: 6490fd3652b043bcfa1e1f6e6cdcb49f31256ed8
 test_fatras__hits.root: c1971a955b0d1618c727730321df69a6903ad4e3829305e66f77e0b87f5d2abb
 test_geant4__particles_simulation.root: 1a76058757334aed2a77c2e7e890fd700577dad9dd73c19a38d314290af84ff4
 test_geant4__hits.root: 927c5c2ffc73b26838dd272c4a846b605fc3119043e98899304ed87876076616
-test_seeding__estimatedparams.root: 51c3113d8f3d271d252b7ef52134b425f9860dd108c2bcb6d881a00c8dcca587
+test_seeding__estimatedparams.root: 5875a3f93f2b0925ea401b84b1fa4caba5ea26203674e9e0a10e9f8e1f2d0a64
 test_seeding__performance_seeding.root: 992f9c611d30dde0d3f3ab676bab19ada61ab6a4442828e27b65ec5e5b7a2880
 test_seeding__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c
 test_seeding__particles_simulation.root: d3e2deeb5593f57c444c95829a1f9c4209b235aeec437930a46075e530dcf7e8
-test_hashing_seeding__estimatedparams.root: 93ec71274a7b6dff39b5306df905ec21ca5c82b76865e45508adeacee79e93c6
-test_seeding_orthogonal__estimatedparams.root: d627996865d7d7561477dba0f422c62a0cd2c2ff15b9d88a2ae8033350814092
+test_hashing_seeding__estimatedparams.root: fc13cd715ec922de2ba34a431b8fa8d3d33490ffbe6f6de6b1440d942f5cacf4
+test_seeding_orthogonal__estimatedparams.root: 085b27a8e6048f6a8edef4f938e4996fce174371301e5c0c405abb001625f702
 test_seeding_orthogonal__performance_seeding.root: 60fbedcf5cb2b37cd8e526251940564432890d3a159d231ed819e915a904682c
 test_seeding_orthogonal__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c
 test_seeding_orthogonal__particles_simulation.root: d3e2deeb5593f57c444c95829a1f9c4209b235aeec437930a46075e530dcf7e8
@@ -18,37 +18,37 @@ test_itk_seeding__particles.root: c01b20006e609d9faae32ecbe98d41b6befc2e49028264
 test_itk_seeding__particles_simulation.root: 91016fa5740e71402fe4320cc107e44ff9ecffb144b63cd9c9c7e55c1915a933
 test_propagation__propagation_summary.root: f9a308ea096f9b0e06794f478d936333375b543fc6d9ede323447d2e9f7ce4aa
 test_material_recording__geant4_material_tracks.root: c022b9362249b29f57a07926b20644e3ab4ab8ebcf03f773fbf46c446fc1a0a1
-test_truth_tracking_gsf[generic]__trackstates_gsf.root: 30a427f52cf11369a286c6ddbe926669cbc54df651034fc05c3b05f8ec63afc4
-test_truth_tracking_gsf[generic]__tracksummary_gsf.root: 5fb1bf187c4bf1a9f9802d8e445f1021639c0fd0132bc1be493cc35c6c86c1dd
-test_truth_tracking_gsf[odd]__trackstates_gsf.root: 1d5beffc109240eed387ea46f6ffaab6b222555f5d91eb4b092f125519994608
-test_truth_tracking_gsf[odd]__tracksummary_gsf.root: 0b75b75e46c41f55f011e564378c2c14208cbccc2e1bbefba54dee2ba26ea4b2
+test_truth_tracking_gsf[generic]__trackstates_gsf.root: ea13ec01c4e64e2779331e4835e3374f40699ca829fec21580ade5fae5bbfdc5
+test_truth_tracking_gsf[generic]__tracksummary_gsf.root: a0eb1d23aa532256a9de9ff8af24e727eb2a29fb45c054deac36b8065aa3bc75
+test_truth_tracking_gsf[odd]__trackstates_gsf.root: ed59954c5da5971232d49471c5cea343f895597f1d286b8f83010d61402d67ab
+test_truth_tracking_gsf[odd]__tracksummary_gsf.root: 6b7a5332356ff8fbaffe927602c14689e4dd44fd3915db0813576e968853a53e
 test_particle_gun__particles.root: b3997f8b22cd43780ba8988087394926841448f5b64933532cb9e13f59ccedc0
 test_material_mapping__material-map_tracks.root: f8c4cc24dbe66de4e03cdc16f08491b7622ca07df2fab4088214969c56b043b6
 test_material_mapping__propagation-material.root: 0635939f20aa3a911dcd53725d86599d9cbdfe0f3bf6ab4699e317f947281488
 test_volume_material_mapping__material-map-volume_tracks.root: 2daa3aa2ad39fe908231511495c87d3a591169ed62ea14dd598d9381c5da5b19
 test_volume_material_mapping__propagation-volume-material.root: 2fa97d7e17621bf7a6ce3addc4b303559e9e337125744fde8967a9e5428bfe9c
-test_digitization_example[smeared]__measurements.root: 468d20f453434eba967403b5439046da7695261d8387255cdfca125ba233b7ed
-test_digitization_example[geometric]__measurements.root: d37619ad0f0bfcb9fa28977146e758ffe27088dda637930559a2ed45e6669814
+test_digitization_example[smeared]__measurements.root: db91e42be1a42641f104f85e09e8a88278eaaa7be3110e94114a3fcd6c626cad
+test_digitization_example[geometric]__measurements.root: b93896592988c1d5184bb032b0a96d4cfb6b3636c671e43a6b5e3715a9daa8de
 test_digitization_example_input[smeared]__particles.root: b3997f8b22cd43780ba8988087394926841448f5b64933532cb9e13f59ccedc0
-test_digitization_example_input[smeared]__measurements.root: 0b93b00133951bdfa8ae7192b371d38bba8499890981c4c99cebc391078ff152
+test_digitization_example_input[smeared]__measurements.root: 23aef5975c17f8ba0bffa1df60861e35de5c888ed22b0be2ead0c00158603841
 test_digitization_example_input[geometric]__particles.root: b3997f8b22cd43780ba8988087394926841448f5b64933532cb9e13f59ccedc0
-test_digitization_example_input[geometric]__measurements.root: db233c7e0fa48261c6223f3d452d6506544158df27b249eccaf6cea0f3d35855
-test_ckf_tracks_example[generic-full_seeding]__trackstates_ckf.root: 917253eb552950687cf6c1419bc91670fcba73bf72c38a9beceb46a04ec69fbb
-test_ckf_tracks_example[generic-full_seeding]__tracksummary_ckf.root: 2662c762b905190ff80123713049dcd08d60382371f6b6513c3b3d86c4810d20
+test_digitization_example_input[geometric]__measurements.root: b464fede5ce46b49ec65fe0ae0fe74232bde2aa60e9e1140aefea0ea39210df2
+test_ckf_tracks_example[generic-full_seeding]__trackstates_ckf.root: d2d7d785f1742f1e5efb5520548ebfda63905341ce1c31138596338de27a7ed5
+test_ckf_tracks_example[generic-full_seeding]__tracksummary_ckf.root: 8c2ed38612384e80d2bafb25d224ea30401e3a1724fa5d502ea2a28027e6a6ef
 test_ckf_tracks_example[generic-full_seeding]__performance_seeding_trees.root: 0e0676ffafdb27112fbda50d1cf627859fa745760f98073261dcf6db3f2f991e
-test_ckf_tracks_example[generic-truth_estimated]__trackstates_ckf.root: 0fe44bb2ec1e1ce87ddab0fb27218f241210d400801bd00801bfa5167c3ff01c
-test_ckf_tracks_example[generic-truth_estimated]__tracksummary_ckf.root: 2a0ea6dd9f6f5b3b7bf0dbeee85c095078108914e968b2ce19f8e769c4d417f4
+test_ckf_tracks_example[generic-truth_estimated]__trackstates_ckf.root: f8b9fe6ff9ff8eeec8843e57876b31747e169e0fe0f506284f4d0b8de2e742a5
+test_ckf_tracks_example[generic-truth_estimated]__tracksummary_ckf.root: 3686c6466d17398ae29216f601727702f6e85c7e36f961e5f399aef93b3d39c1
 test_ckf_tracks_example[generic-truth_estimated]__performance_seeding.root: 1facb05c066221f6361b61f015cdf0918e94d9f3fce2269ec7b6a4dffeb2bc7e
-test_ckf_tracks_example[generic-truth_smeared]__trackstates_ckf.root: a84b808c692247a37d768962823f660919478ddeca94b59188edffafd3c15812
-test_ckf_tracks_example[generic-truth_smeared]__tracksummary_ckf.root: 8bec6c5f6fdb133bd09826821ed80ba7c265803ba973dc5b1f3ad6fb7145f34a
-test_ckf_tracks_example[odd-full_seeding]__trackstates_ckf.root: bb52f26913eea334024622646cff7de9873fb86e8565786173833369c7c13c08
-test_ckf_tracks_example[odd-full_seeding]__tracksummary_ckf.root: a745b7b48364523f25b81e9371727e10c3425a210ef9c26031366762e0c24f6e
+test_ckf_tracks_example[generic-truth_smeared]__trackstates_ckf.root: 33bb965f0219c4b49a3e50925800dacc4d55ab2d693488ea72abe860a5982757
+test_ckf_tracks_example[generic-truth_smeared]__tracksummary_ckf.root: defaa7bfd03c4a5a9503701dba487484d1642808dbd5b54b74eb741cfc606ae2
+test_ckf_tracks_example[odd-full_seeding]__trackstates_ckf.root: 49fd905941a9d76b66c86e4c4fcd8b8b77ce7a4e74855900568fa668a13a8fa1
+test_ckf_tracks_example[odd-full_seeding]__tracksummary_ckf.root: 97c0675c3dda5db4644cb84cb0fa09b447f39c63354afea68475c75b38e050cb
 test_ckf_tracks_example[odd-full_seeding]__performance_seeding_trees.root: 43c58577aafe07645e5660c4f43904efadf91d8cda45c5c04c248bbe0f59814f
-test_ckf_tracks_example[odd-truth_estimated]__trackstates_ckf.root: bc40fff88ee53d8e465ee619f92c77daf953b8d867e7449381d876c81f11c25a
-test_ckf_tracks_example[odd-truth_estimated]__tracksummary_ckf.root: 4cf7fa5ef8bca79d8e9454937170c62280e47629670f495751b20ecd4df1a241
+test_ckf_tracks_example[odd-truth_estimated]__trackstates_ckf.root: a3d4b11a5c328c10abccc609653d137c34baa35cf9842f906437f8c8efffdacc
+test_ckf_tracks_example[odd-truth_estimated]__tracksummary_ckf.root: 48e7531c3c5d136a629273b693567ed162afeec781efcfc867515aad946a628d
 test_ckf_tracks_example[odd-truth_estimated]__performance_seeding.root: 1a36b7017e59f1c08602ef3c2cb0483c51df248f112e3780c66594110719c575
-test_ckf_tracks_example[odd-truth_smeared]__trackstates_ckf.root: b58ed6b3aaf7e063eb7ccdf8cc82f8104c076844bd1638e2d9f6916ed89fd898
-test_ckf_tracks_example[odd-truth_smeared]__tracksummary_ckf.root: e63ca3a598630d214ad70b72f84066ec1b6801e39547b9a01e53b8e6b7e0379d
+test_ckf_tracks_example[odd-truth_smeared]__trackstates_ckf.root: 9c23e174c05f7742f8989956688901189b639050a1ec5e0f028d544386b4e352
+test_ckf_tracks_example[odd-truth_smeared]__tracksummary_ckf.root: 52dfd8be28c1e2316c2056b0e695406c0b32902d889a9a6b7f5302ac5b555517
 test_vertex_fitting_reading[Truth-False-100]__performance_vertexing.root: 76ef6084d758dfdfc0151ddec2170e12d73394424e3dac4ffe46f0f339ec8293
 test_vertex_fitting_reading[Iterative-False-100]__performance_vertexing.root: 60372210c830a04f95ceb78c6c68a9b0de217746ff59e8e73053750c837b57eb
 test_vertex_fitting_reading[Iterative-True-100]__performance_vertexing.root: e34f217d524a5051dbb04a811d3407df3ebe2cc4bb7f54f6bda0847dbd7b52c3

From a23eee8ffbce1fcaf174a00cc710e455f8fbd0df Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Tue, 19 Aug 2025 19:13:52 +0200
Subject: [PATCH 03/56] update to root

---
 .../ScoreBasedAmbiguityResolution.hpp         |  2 +
 .../ScoreBasedAmbiguityResolution.ipp         |  2 +-
 .../ScoreBasedAmbiguityResolution.cpp         | 99 ++++++++++---------
 3 files changed, 56 insertions(+), 47 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index 13550bd3613..63cff8a454f 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -260,6 +260,8 @@ class ScoreBasedAmbiguityResolution {
       source_link_equality_t sourceLinkEquality,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
           {}) const;
+  void saveScoreMonitor(const std::vector<ScoreMonitor>& scoreMonitor,
+                        const std::string& monitorFile) const;
 
  private:
   Config m_cfg;
diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index a29755e16c3..f82c3016e89 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -336,7 +336,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
 
   }  // end of loop over tracks
 
-  saveScoreMonitor(scoreMonitor, "scoreMonitor.csv");
+  saveScoreMonitor(scoreMonitor, "scoreMonitor.root");
 
   return trackScore;
 }
diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index 500ac702d09..d4e8cabfa50 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -8,6 +8,9 @@
 
 #include "Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp"
 
+#include "TFile.h"
+#include "TTree.h"
+
 bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
     const DetectorConfig& detector, const TrackFeatures& trackFeatures,
     const double& eta) const {
@@ -23,54 +26,58 @@ bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
           trackFeatures.nOutliers > detector.maxOutliersPerEta[etaBin] ||
           trackFeatures.nSharedHits > detector.maxSharedHitsPerEta[etaBin]);
 }
+
 void Acts::ScoreBasedAmbiguityResolution::saveScoreMonitor(
-  const std::vector<ScoreMonitor>& scoreMonitor,
-  const std::string& monitorFilePath) const {
-std::string headers;
-headers = "ptScore,";
-for (std::size_t i = 0; i < scoreMonitor[0].detectorHitScore.size(); i++) {
-  headers += "detectorHitScore" + std::to_string(i) + ",";
-}
-for (std::size_t i = 0; i < scoreMonitor[0].detectorHoleScore.size(); i++) {
-  headers += "detectorHoleScore" + std::to_string(i) + ",";
-}
-for (std::size_t i = 0; i < scoreMonitor[0].detectorOutlierScore.size();
-     i++) {
-  headers += "detectorOutlierScore" + std::to_string(i) + ",";
-}
-for (std::size_t i = 0; i < scoreMonitor[0].detectorOtherScore.size(); i++) {
-  headers += "detectorOtherScore" + std::to_string(i) + ",";
-}
-headers += "chi2Score,";
-for (std::size_t i = 0; i < scoreMonitor[0].optionalScore.size(); i++) {
-  headers += "optionalScore" + std::to_string(i) + ",";
-}
-headers += "totalScore\n";
+    const std::vector<ScoreMonitor>& scoreMonitor,
+    const std::string& monitorFilePath) const {
+  // Open ROOT file for writing
+  TFile* file = TFile::Open(monitorFilePath.c_str(), "RECREATE");
+  if (!file || file->IsZombie()) {
+    throw std::runtime_error("Could not create ROOT file: " + monitorFilePath);
+  }
 
-std::ofstream monitorFile;
-monitorFile.open(monitorFilePath, std::ios::app);
-monitorFile << headers;
+  // Create a TTree
+  TTree* tree = new TTree("ScoreMonitorTree", "Score Monitor Data");
 
-for (const auto& monitor : scoreMonitor) {
-  monitorFile << monitor.ptScore << ",";
-  for (const auto& score : monitor.detectorHitScore) {
-    monitorFile << score << ",";
-  }
-  for (const auto& score : monitor.detectorHoleScore) {
-    monitorFile << score << ",";
-  }
-  for (const auto& score : monitor.detectorOutlierScore) {
-    monitorFile << score << ",";
-  }
-  for (const auto& score : monitor.detectorOtherScore) {
-    monitorFile << score << ",";
-  }
-  monitorFile << monitor.chi2Score << ",";
-  for (const auto& score : monitor.optionalScore) {
-    monitorFile << score << ",";
+  // Variables for branches
+  std::size_t ptScore;
+  std::size_t chi2Score;
+  std::size_t totalScore;
+
+  std::vector<std::size_t> detectorHitScore;
+  std::vector<std::size_t> detectorHoleScore;
+  std::vector<std::size_t> detectorOutlierScore;
+  std::vector<std::size_t> detectorOtherScore;
+  std::vector<std::size_t> optionalScore;
+
+  // Create branches
+  tree->Branch("ptScore", &ptScore);
+  tree->Branch("chi2Score", &chi2Score);
+  tree->Branch("totalScore", &totalScore);
+
+  tree->Branch("detectorHitScore", &detectorHitScore);
+  tree->Branch("detectorHoleScore", &detectorHoleScore);
+  tree->Branch("detectorOutlierScore", &detectorOutlierScore);
+  tree->Branch("detectorOtherScore", &detectorOtherScore);
+  tree->Branch("optionalScore", &optionalScore);
+
+  // Fill the tree
+  for (const auto& monitor : scoreMonitor) {
+    ptScore = monitor.ptScore;
+    chi2Score = monitor.chi2Score;
+    totalScore = monitor.totalScore;
+
+    detectorHitScore = monitor.detectorHitScore;
+    detectorHoleScore = monitor.detectorHoleScore;
+    detectorOutlierScore = monitor.detectorOutlierScore;
+    detectorOtherScore = monitor.detectorOtherScore;
+    optionalScore = monitor.optionalScore;
+
+    tree->Fill();
   }
-  monitorFile << monitor.totalScore << "\n";
-}
 
-monitorFile.close();
-}
\ No newline at end of file
+  // Write tree to file
+  file->Write();
+  file->Close();
+  delete file;
+}

From 9a138d6f396b863eeb88f9c884da81474e47b66f Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Tue, 19 Aug 2025 20:04:26 +0200
Subject: [PATCH 04/56] perf: Partial AoS/SoA for `SpacePointContainer2`
 (#4559)

Adds packed columns which measurably improve the compute performance of the triplet seeding
```c++
  // packed columns for performance reasons
  XY = 1 << 14,          ///< X and Y coordinates
  ZR = 1 << 15,          ///< Z and R coordinates
  XYZ = 1 << 16,         ///< X, Y, and Z coordinates
  XYZR = 1 << 17,        ///< X, Y, Z, and R coordinates
  VarianceZR = 1 << 18,  ///< Variance in Z and R directions
```
---
 .../Acts/EventData/SpacePointContainer2.hpp   | 205 ++++++++++++++++--
 .../Acts/EventData/SpacePointContainer2.ipp   |  11 -
 .../Acts/EventData/SpacePointProxy2.hpp       |  32 +++
 .../Acts/Seeding2/DoubletSeedFinder.hpp       |   6 +-
 .../Acts/Seeding2/TripletSeedFinder.hpp       |  18 +-
 Core/src/EventData/SpacePointContainer2.cpp   |  14 +-
 Core/src/Seeding2/BroadTripletSeedFilter.cpp  |  25 ++-
 .../Seeding2/CylindricalSpacePointGrid2.cpp   |   6 +-
 Core/src/Seeding2/DoubletSeedFinder.cpp       |  31 +--
 Core/src/Seeding2/TripletSeedFinder.cpp       |  14 +-
 Core/src/Seeding2/TripletSeeder.cpp           |   8 +-
 .../src/GridTripletSeedingAlgorithm.cpp       |  36 ++-
 .../EventData/SpacePointContainer2Tests.cpp   |  11 +-
 13 files changed, 314 insertions(+), 103 deletions(-)

diff --git a/Core/include/Acts/EventData/SpacePointContainer2.hpp b/Core/include/Acts/EventData/SpacePointContainer2.hpp
index 8a81f5f93ed..cca4f85897f 100644
--- a/Core/include/Acts/EventData/SpacePointContainer2.hpp
+++ b/Core/include/Acts/EventData/SpacePointContainer2.hpp
@@ -60,8 +60,13 @@ enum class SpacePointColumns : std::uint32_t {
   TopStripCenter = 1 << 12,       ///< Center of the top strip
   CopyFromIndex = 1 << 13,        ///< Copy from index
 
-  /// Default set of columns
-  Default = SourceLinks | X | Y | Z,
+  // packed columns for performance reasons
+  XY = 1 << 14,          ///< X and Y coordinates
+  ZR = 1 << 15,          ///< Z and R coordinates
+  XYZ = 1 << 16,         ///< X, Y, and Z coordinates
+  XYZR = 1 << 17,        ///< X, Y, Z, and R coordinates
+  VarianceZR = 1 << 18,  ///< Variance in Z and R directions
+
   /// All strip-related columns
   Strip =
       TopStripVector | BottomStripVector | StripCenterDistance | TopStripCenter,
@@ -84,7 +89,7 @@ class SpacePointContainer2 {
   /// Constructs and empty space point container.
   /// @param columns The columns to create in the container.
   explicit SpacePointContainer2(
-      SpacePointColumns columns = SpacePointColumns::Default) noexcept;
+      SpacePointColumns columns = SpacePointColumns::None) noexcept;
 
   /// Constructs a copy of the given space point container.
   /// @param other The space point container to copy.
@@ -181,7 +186,7 @@ class SpacePointContainer2 {
   }
 
   /// Returns a mutable proxy to the x coordinate column.
-  /// @return A mutable proxy to the r coordinate column.
+  /// @return A mutable proxy to the x coordinate column.
   MutableSpacePointColumnProxy<float> xColumn() noexcept {
     assert(m_xColumn.has_value() && "Column 'x' does not exist");
     return m_xColumn->proxy(*this);
@@ -270,9 +275,41 @@ class SpacePointContainer2 {
            "Column 'copyFromIndex' does not exist");
     return m_copyFromIndexColumn->proxy(*this);
   }
+  /// Returns a mutable proxy to the xy coordinates column.
+  /// @return A mutable proxy to the xy coordinates column.
+  MutableSpacePointColumnProxy<std::array<float, 2>> xyColumn() noexcept {
+    assert(m_xyColumn.has_value() && "Column 'xy' does not exist");
+    return m_xyColumn->proxy(*this);
+  }
+  /// Returns a mutable proxy to the zr coordinates column.
+  /// @return A mutable proxy to the zr coordinates column.
+  MutableSpacePointColumnProxy<std::array<float, 2>> zrColumn() noexcept {
+    assert(m_zrColumn.has_value() && "Column 'zr' does not exist");
+    return m_zrColumn->proxy(*this);
+  }
+  /// Returns a mutable proxy to the xyz coordinates column.
+  /// @return A mutable proxy to the xyz coordinates column.
+  MutableSpacePointColumnProxy<std::array<float, 3>> xyzColumn() noexcept {
+    assert(m_xyzColumn.has_value() && "Column 'xyz' does not exist");
+    return m_xyzColumn->proxy(*this);
+  }
+  /// Returns a mutable proxy to the xyzr coordinates column.
+  /// @return A mutable proxy to the xyzr coordinates column.
+  MutableSpacePointColumnProxy<std::array<float, 4>> xyzrColumn() noexcept {
+    assert(m_xyzrColumn.has_value() && "Column 'xyzr' does not exist");
+    return m_xyzrColumn->proxy(*this);
+  }
+  /// Returns a mutable proxy to the variance zr column.
+  /// @return A mutable proxy to the variance zr column.
+  MutableSpacePointColumnProxy<std::array<float, 2>>
+  varianceZRColumn() noexcept {
+    assert(m_varianceZRColumn.has_value() &&
+           "Column 'varianceZR' does not exist");
+    return m_varianceZRColumn->proxy(*this);
+  }
 
   /// Returns a const proxy to the x coordinate column.
-  /// @return A const proxy to the r coordinate column.
+  /// @return A const proxy to the x coordinate column.
   ConstSpacePointColumnProxy<float> xColumn() const noexcept {
     assert(m_xColumn.has_value() && "Column 'x' does not exist");
     return m_xColumn->proxy(*this);
@@ -361,6 +398,38 @@ class SpacePointContainer2 {
            "Column 'copyFromIndex' does not exist");
     return m_copyFromIndexColumn->proxy(*this);
   }
+  /// Returns a const proxy to the xy coordinates column.
+  /// @return A const proxy to the xy coordinates column.
+  ConstSpacePointColumnProxy<std::array<float, 2>> xyColumn() const noexcept {
+    assert(m_xyColumn.has_value() && "Column 'xy' does not exist");
+    return m_xyColumn->proxy(*this);
+  }
+  /// Returns a const proxy to the zr coordinates column.
+  /// @return A const proxy to the zr coordinates column.
+  ConstSpacePointColumnProxy<std::array<float, 2>> zrColumn() const noexcept {
+    assert(m_zrColumn.has_value() && "Column 'zr' does not exist");
+    return m_zrColumn->proxy(*this);
+  }
+  /// Returns a const proxy to the xyz coordinates column.
+  /// @return A const proxy to the xyz coordinates column.
+  ConstSpacePointColumnProxy<std::array<float, 3>> xyzColumn() const noexcept {
+    assert(m_xyzColumn.has_value() && "Column 'xyz' does not exist");
+    return m_xyzColumn->proxy(*this);
+  }
+  /// Returns a const proxy to the xyzr coordinates column.
+  /// @return A const proxy to the xyzr coordinates column.
+  ConstSpacePointColumnProxy<std::array<float, 4>> xyzrColumn() const noexcept {
+    assert(m_xyzrColumn.has_value() && "Column 'xyzr' does not exist");
+    return m_xyzrColumn->proxy(*this);
+  }
+  /// Returns a const proxy to the variance zr column.
+  /// @return A const proxy to the variance zr column.
+  ConstSpacePointColumnProxy<std::array<float, 2>> varianceZRColumn()
+      const noexcept {
+    assert(m_varianceZRColumn.has_value() &&
+           "Column 'varianceZR' does not exist");
+    return m_varianceZRColumn->proxy(*this);
+  }
 
   /// Returns a mutable proxy to the space point at the given index.
   /// If the index is out of range, an exception is thrown.
@@ -527,6 +596,52 @@ class SpacePointContainer2 {
     assert(index < m_copyFromIndexColumn->size() && "Index out of bounds");
     return m_copyFromIndexColumn->proxy(*this)[index];
   }
+  /// Mutable access to the xy coordinates of the space point at the given
+  /// index.
+  /// @param index The index of the space point.
+  /// @return A mutable reference to the xy coordinates of the space point.
+  std::array<float, 2> &xy(Index index) noexcept {
+    assert(m_xyColumn.has_value() && "Column 'xy' does not exist");
+    assert(index < m_xyColumn->size() && "Index out of bounds");
+    return m_xyColumn->proxy(*this)[index];
+  }
+  /// Mutable access to the zr coordinates of the space point at the given
+  /// index.
+  /// @param index The index of the space point.
+  /// @return A mutable reference to the zr coordinates of the space point.
+  std::array<float, 2> &zr(Index index) noexcept {
+    assert(m_zrColumn.has_value() && "Column 'zr' does not exist");
+    assert(index < m_zrColumn->size() && "Index out of bounds");
+    return m_zrColumn->proxy(*this)[index];
+  }
+  /// Mutable access to the xyz coordinates of the space point at the given
+  /// index.
+  /// @param index The index of the space point.
+  /// @return A mutable reference to the xyz coordinates of the space point.
+  std::array<float, 3> &xyz(Index index) noexcept {
+    assert(m_xyzColumn.has_value() && "Column 'xyz' does not exist");
+    assert(index < m_xyzColumn->size() && "Index out of bounds");
+    return m_xyzColumn->proxy(*this)[index];
+  }
+  /// Mutable access to the xyzr coordinates of the space point at the given
+  /// index.
+  /// @param index The index of the space point.
+  /// @return A mutable reference to the xyzr coordinates of the space point.
+  std::array<float, 4> &xyzr(Index index) noexcept {
+    assert(m_xyzrColumn.has_value() && "Column 'xyzr' does not exist");
+    assert(index < m_xyzrColumn->size() && "Index out of bounds");
+    return m_xyzrColumn->proxy(*this)[index];
+  }
+  /// Mutable access to the variance zr of the space point at the given
+  /// index.
+  /// @param index The index of the space point.
+  /// @return A mutable reference to the variance zr of the space point.
+  std::array<float, 2> &varianceZR(Index index) noexcept {
+    assert(m_varianceZRColumn.has_value() &&
+           "Column 'varianceZR' does not exist");
+    assert(index < m_varianceZRColumn->size() && "Index out of bounds");
+    return m_varianceZRColumn->proxy(*this)[index];
+  }
 
   /// Const access to the source links at the given index.
   /// @param index The index of the space point.
@@ -663,6 +778,49 @@ class SpacePointContainer2 {
     assert(index < m_copyFromIndexColumn->size() && "Index out of bounds");
     return m_copyFromIndexColumn->proxy(*this)[index];
   }
+  /// Const access to the xy coordinates of the space point at the given index.
+  /// @param index The index of the space point.
+  /// @return A const reference to the xy coordinates of the space point.
+  const std::array<float, 2> &xy(Index index) const noexcept {
+    assert(m_xyColumn.has_value() && "Column 'xy' does not exist");
+    assert(index < m_xyColumn->size() && "Index out of bounds");
+    return m_xyColumn->proxy(*this)[index];
+  }
+  /// Const access to the zr coordinates of the space point at the given index.
+  /// @param index The index of the space point.
+  /// @return A const reference to the zr coordinates of the space point.
+  const std::array<float, 2> &zr(Index index) const noexcept {
+    assert(m_zrColumn.has_value() && "Column 'zr' does not exist");
+    assert(index < m_zrColumn->size() && "Index out of bounds");
+    return m_zrColumn->proxy(*this)[index];
+  }
+  /// Const access to the xyz coordinates of the space point at the given
+  /// index.
+  /// @param index The index of the space point.
+  /// @return A const reference to the xyz coordinates of the space point.
+  const std::array<float, 3> &xyz(Index index) const noexcept {
+    assert(m_xyzColumn.has_value() && "Column 'xyz' does not exist");
+    assert(index < m_xyzColumn->size() && "Index out of bounds");
+    return m_xyzColumn->proxy(*this)[index];
+  }
+  /// Const access to the xyzr coordinates of the space point at the given
+  /// index.
+  /// @param index The index of the space point.
+  /// @return A const reference to the xyzr coordinates of the space point.
+  const std::array<float, 4> &xyzr(Index index) const noexcept {
+    assert(m_xyzrColumn.has_value() && "Column 'xyzr' does not exist");
+    assert(index < m_xyzrColumn->size() && "Index out of bounds");
+    return m_xyzrColumn->proxy(*this)[index];
+  }
+  /// Const access to the variance zr of the space point at the given index.
+  /// @param index The index of the space point.
+  /// @return A const reference to the variance zr of the space point.
+  const std::array<float, 2> &varianceZR(Index index) const noexcept {
+    assert(m_varianceZRColumn.has_value() &&
+           "Column 'varianceZR' does not exist");
+    assert(index < m_varianceZRColumn->size() && "Index out of bounds");
+    return m_varianceZRColumn->proxy(*this)[index];
+  }
 
   /// Resolves the index to the actual index in the container.
   /// If the copyFromIndex column is set, it will return the index from that
@@ -848,26 +1006,37 @@ class SpacePointContainer2 {
   // copy information
   std::optional<ColumnHolder<SpacePointIndex2>> m_copyFromIndexColumn;
 
-  static auto knownColumnMaks() noexcept {
+  std::optional<ColumnHolder<std::array<float, 2>>> m_xyColumn;
+  std::optional<ColumnHolder<std::array<float, 2>>> m_zrColumn;
+  std::optional<ColumnHolder<std::array<float, 3>>> m_xyzColumn;
+  std::optional<ColumnHolder<std::array<float, 4>>> m_xyzrColumn;
+  std::optional<ColumnHolder<std::array<float, 2>>> m_varianceZRColumn;
+
+  static auto knownColumnMasks() noexcept {
     using enum SpacePointColumns;
     return std::tuple(SourceLinks, SourceLinks, X, Y, Z, R, Phi, Time,
                       VarianceZ, VarianceR, TopStripVector, BottomStripVector,
-                      StripCenterDistance, TopStripCenter, CopyFromIndex);
+                      StripCenterDistance, TopStripCenter, CopyFromIndex, XY,
+                      ZR, XYZ, XYZR, VarianceZR);
   }
 
   static auto knownColumnNames() noexcept {
     return std::tuple("sourceLinkOffset", "sourceLinkCount", "x", "y", "z", "r",
                       "phi", "time", "varianceZ", "varianceR", "topStripVector",
                       "bottomStripVector", "stripCenterDistance",
-                      "topStripCenter", "copyFromIndex");
+                      "topStripCenter", "copyFromIndex", "xy", "zr", "xyz",
+                      "xyzr", "varianceZR");
   }
 
   static auto knownColumnDefaults() noexcept {
-    return std::tuple(SpacePointIndex2{0}, std::uint8_t{0}, float{0}, float{0},
-                      float{0}, float{0}, float{0}, float{NoTime}, float{0},
-                      float{0}, Eigen::Vector3f{0, 0, 0},
-                      Eigen::Vector3f{0, 0, 0}, Eigen::Vector3f{0, 0, 0},
-                      Eigen::Vector3f{0, 0, 0}, SpacePointIndex2{0});
+    return std::tuple(
+        SpacePointIndex2{0}, std::uint8_t{0}, float{0}, float{0}, float{0},
+        float{0}, float{0}, float{NoTime}, float{0}, float{0},
+        Eigen::Vector3f{0, 0, 0}, Eigen::Vector3f{0, 0, 0},
+        Eigen::Vector3f{0, 0, 0}, Eigen::Vector3f{0, 0, 0}, SpacePointIndex2{0},
+        std::array<float, 2>{0, 0}, std::array<float, 2>{0, 0},
+        std::array<float, 3>{0, 0, 0}, std::array<float, 4>{0, 0, 0, 0},
+        std::array<float, 2>{0, 0});
   }
 
   auto knownColumns() & noexcept {
@@ -876,7 +1045,8 @@ class SpacePointContainer2 {
                     m_timeColumn, m_varianceZColumn, m_varianceRColumn,
                     m_topStripVectorColumn, m_bottomStripVectorColumn,
                     m_stripCenterDistanceColumn, m_topStripCenterColumn,
-                    m_copyFromIndexColumn);
+                    m_copyFromIndexColumn, m_xyColumn, m_zrColumn, m_xyzColumn,
+                    m_xyzrColumn, m_varianceZRColumn);
   }
   auto knownColumns() const & noexcept {
     return std::tie(m_sourceLinkOffsetColumn, m_sourceLinkCountColumn,
@@ -884,7 +1054,8 @@ class SpacePointContainer2 {
                     m_timeColumn, m_varianceZColumn, m_varianceRColumn,
                     m_topStripVectorColumn, m_bottomStripVectorColumn,
                     m_stripCenterDistanceColumn, m_topStripCenterColumn,
-                    m_copyFromIndexColumn);
+                    m_copyFromIndexColumn, m_xyColumn, m_zrColumn, m_xyzColumn,
+                    m_xyzrColumn, m_varianceZRColumn);
   }
   auto knownColumns() && noexcept {
     return std::tuple(
@@ -894,7 +1065,9 @@ class SpacePointContainer2 {
         std::move(m_varianceZColumn), std::move(m_varianceRColumn),
         std::move(m_topStripVectorColumn), std::move(m_bottomStripVectorColumn),
         std::move(m_stripCenterDistanceColumn),
-        std::move(m_topStripCenterColumn), std::move(m_copyFromIndexColumn));
+        std::move(m_topStripCenterColumn), std::move(m_copyFromIndexColumn),
+        std::move(m_xyColumn), std::move(m_zrColumn), std::move(m_xyzColumn),
+        std::move(m_xyzrColumn), std::move(m_varianceZRColumn));
   }
 
   void copyColumns(const SpacePointContainer2 &other);
diff --git a/Core/include/Acts/EventData/SpacePointContainer2.ipp b/Core/include/Acts/EventData/SpacePointContainer2.ipp
index 96c2ef3701f..83ee215856f 100644
--- a/Core/include/Acts/EventData/SpacePointContainer2.ipp
+++ b/Core/include/Acts/EventData/SpacePointContainer2.ipp
@@ -14,17 +14,6 @@
 
 namespace Acts::Experimental {
 
-inline MutableSpacePointProxy2
-SpacePointContainer2::createSpacePoint() noexcept {
-  for (const auto &[name, column] : m_namedColumns) {
-    column.first->emplace_back();
-  }
-
-  ++m_size;
-
-  return MutableProxy(*this, size() - 1);
-}
-
 inline MutableSpacePointProxy2 SpacePointContainer2::at(Index index) {
   if (index >= size()) {
     throw std::out_of_range(
diff --git a/Core/include/Acts/EventData/SpacePointProxy2.hpp b/Core/include/Acts/EventData/SpacePointProxy2.hpp
index 20bfa3002a1..ee4bfc0b686 100644
--- a/Core/include/Acts/EventData/SpacePointProxy2.hpp
+++ b/Core/include/Acts/EventData/SpacePointProxy2.hpp
@@ -188,6 +188,26 @@ class SpacePointProxy2 {
   {
     return m_container->copyFromIndex(m_index);
   }
+  std::array<float, 2> &xy() const noexcept
+    requires(!ReadOnly)
+  {
+    return m_container->xy(m_index);
+  }
+  std::array<float, 2> &zr() const noexcept
+    requires(!ReadOnly)
+  {
+    return m_container->zr(m_index);
+  }
+  std::array<float, 4> &xyzr() const noexcept
+    requires(!ReadOnly)
+  {
+    return m_container->xyzr(m_index);
+  }
+  std::array<float, 2> &varianceZR() const noexcept
+    requires(!ReadOnly)
+  {
+    return m_container->varianceZR(m_index);
+  }
 
   /// Mutable access to an extra column of data for the space point.
   /// @param column The extra column proxy to access.
@@ -251,6 +271,18 @@ class SpacePointProxy2 {
   SpacePointIndex2 copyFromIndex() const noexcept {
     return m_container->copyFromIndex(m_index);
   }
+  const std::array<float, 2> &xy() const noexcept {
+    return m_container->xy(m_index);
+  }
+  const std::array<float, 2> &zr() const noexcept {
+    return m_container->zr(m_index);
+  }
+  const std::array<float, 4> &xyzr() const noexcept {
+    return m_container->xyzr(m_index);
+  }
+  const std::array<float, 2> &varianceZR() const noexcept {
+    return m_container->varianceZR(m_index);
+  }
 
   /// Const access to an extra column of data for the space point.
   /// @param column The extra column proxy to access.
diff --git a/Core/include/Acts/Seeding2/DoubletSeedFinder.hpp b/Core/include/Acts/Seeding2/DoubletSeedFinder.hpp
index ead330c436a..2fc8c0bca78 100644
--- a/Core/include/Acts/Seeding2/DoubletSeedFinder.hpp
+++ b/Core/include/Acts/Seeding2/DoubletSeedFinder.hpp
@@ -178,6 +178,9 @@ struct MiddleSpInfo {
 class DoubletSeedFinder {
  public:
   struct Config {
+    /// Whether the input space points are sorted by radius
+    bool spacePointsSortedByRadius = false;
+
     /// Direction of the doublet candidate space points. Either forward, also
     /// called top doublet, or backward, also called bottom doublet.
     Direction candidateDirection = Direction::Forward();
@@ -223,9 +226,6 @@ class DoubletSeedFinder {
                   const ConstSpacePointProxy2& /*other*/, float /*cotTheta*/,
                   bool /*isBottomCandidate*/)>
         experimentCuts;
-
-    /// Whether the input space points are sorted by radius
-    bool spacePointsSortedByRadius = false;
   };
 
   struct DerivedConfig : public Config {
diff --git a/Core/include/Acts/Seeding2/TripletSeedFinder.hpp b/Core/include/Acts/Seeding2/TripletSeedFinder.hpp
index 66e0b97fe75..fd48a715fde 100644
--- a/Core/include/Acts/Seeding2/TripletSeedFinder.hpp
+++ b/Core/include/Acts/Seeding2/TripletSeedFinder.hpp
@@ -87,6 +87,15 @@ class TripletTopCandidates {
 class TripletSeedFinder {
  public:
   struct Config {
+    /// Delegates for accessors to detailed information on double measurement
+    /// that produced the space point. This is mainly referring to space points
+    /// produced when combining measurement from strips on back-to-back modules.
+    /// Enables setting of the following delegates.
+    bool useStripInfo = false;
+
+    /// Whether the input doublets are sorted by cotTheta
+    bool sortedByCotTheta = true;
+
     /// Minimum transverse momentum (pT) used to check the r-z slope
     /// compatibility of triplets with maximum multiple scattering effect
     /// (produced by the minimum allowed pT particle) + a certain uncertainty
@@ -112,15 +121,6 @@ class TripletSeedFinder {
     /// coordinates in xyz. This is only used in a detector specific check for
     /// strip modules
     float toleranceParam = 1.1 * UnitConstants::mm;
-
-    /// Delegates for accessors to detailed information on double measurement
-    /// that produced the space point. This is mainly referring to space points
-    /// produced when combining measurement from strips on back-to-back modules.
-    /// Enables setting of the following delegates.
-    bool useStripInfo = false;
-
-    /// Whether the input doublets are sorted by cotTheta
-    bool sortedByCotTheta = true;
   };
 
   struct DerivedConfig : public Config {
diff --git a/Core/src/EventData/SpacePointContainer2.cpp b/Core/src/EventData/SpacePointContainer2.cpp
index 08552a494a4..b2ded9eeb60 100644
--- a/Core/src/EventData/SpacePointContainer2.cpp
+++ b/Core/src/EventData/SpacePointContainer2.cpp
@@ -125,6 +125,16 @@ void SpacePointContainer2::clear() noexcept {
   }
 }
 
+MutableSpacePointProxy2 SpacePointContainer2::createSpacePoint() noexcept {
+  ++m_size;
+
+  for (const auto &[name, column] : m_namedColumns) {
+    column.first->emplace_back();
+  }
+
+  return MutableProxy(*this, size() - 1);
+}
+
 void SpacePointContainer2::assignSourceLinks(
     Index index, std::span<const SourceLink> sourceLinks) {
   if (index >= size()) {
@@ -163,7 +173,7 @@ void SpacePointContainer2::createColumns(SpacePointColumns columns) noexcept {
 
   [&]<std::size_t... Is>(std::index_sequence<Is...>) {
     ((createColumn(
-         std::get<Is>(knownColumnMaks()), std::get<Is>(knownColumnNames()),
+         std::get<Is>(knownColumnMasks()), std::get<Is>(knownColumnNames()),
          std::get<Is>(knownColumnDefaults()), std::get<Is>(knownColumns()))),
      ...);
   }(tuple_indices<decltype(knownColumns())>{});
@@ -183,7 +193,7 @@ void SpacePointContainer2::dropColumns(SpacePointColumns columns) noexcept {
   };
 
   [&]<std::size_t... Is>(std::index_sequence<Is...>) {
-    ((dropColumn(std::get<Is>(knownColumnMaks()),
+    ((dropColumn(std::get<Is>(knownColumnMasks()),
                  std::get<Is>(knownColumnNames()),
                  std::get<Is>(knownColumns()))),
      ...);
diff --git a/Core/src/Seeding2/BroadTripletSeedFilter.cpp b/Core/src/Seeding2/BroadTripletSeedFilter.cpp
index c3627180106..357f8d26d20 100644
--- a/Core/src/Seeding2/BroadTripletSeedFilter.cpp
+++ b/Core/src/Seeding2/BroadTripletSeedFilter.cpp
@@ -71,14 +71,14 @@ bool BroadTripletSeedFilter::sufficientTopDoublets(
 
   // check if middle SP is in the central or forward region
   const bool isForwardRegion =
-      spM.z() > config().centralSeedConfirmationRange.zMaxSeedConf ||
-      spM.z() < config().centralSeedConfirmationRange.zMinSeedConf;
+      spM.zr()[0] > config().centralSeedConfirmationRange.zMaxSeedConf ||
+      spM.zr()[0] < config().centralSeedConfirmationRange.zMinSeedConf;
   SeedConfirmationRangeConfig seedConfRange =
       isForwardRegion ? config().forwardSeedConfirmationRange
                       : config().centralSeedConfirmationRange;
   // set the minimum number of top SP depending on whether the middle SP is
   // in the central or forward region
-  std::size_t nTopSeedConf = spM.r() > seedConfRange.rMaxSeedConf
+  std::size_t nTopSeedConf = spM.zr()[1] > seedConfRange.rMaxSeedConf
                                  ? seedConfRange.nTopForLargeR
                                  : seedConfRange.nTopForSmallR;
   // set max bottom radius for seed confirmation
@@ -106,7 +106,7 @@ void BroadTripletSeedFilter::filterTripletTopCandidates(
   // middle bottom pair if seedConfirmation is false we always ask for at
   // least one compatible top to trigger the filter
   std::size_t minCompatibleTopSPs = 2;
-  if (!config().seedConfirmation || spB.r() > state().rMaxSeedConf) {
+  if (!config().seedConfirmation || spB.zr()[1] > state().rMaxSeedConf) {
     minCompatibleTopSPs = 1;
   }
   if (config().seedConfirmation &&
@@ -117,7 +117,7 @@ void BroadTripletSeedFilter::filterTripletTopCandidates(
   if (tripletTopCandidates.size() < minCompatibleTopSPs) {
     return;
   }
-  float zOrigin = spM.z() - spM.r() * bottomLink.cotTheta();
+  float zOrigin = spM.zr()[0] - spM.zr()[1] * bottomLink.cotTheta();
 
   // seed confirmation
   SeedConfirmationRangeConfig seedConfRange;
@@ -125,13 +125,13 @@ void BroadTripletSeedFilter::filterTripletTopCandidates(
   if (config().seedConfirmation) {
     // check if bottom SP is in the central or forward region
     const bool isForwardRegion =
-        spB.z() > config().centralSeedConfirmationRange.zMaxSeedConf ||
-        spB.z() < config().centralSeedConfirmationRange.zMinSeedConf;
+        spB.zr()[0] > config().centralSeedConfirmationRange.zMaxSeedConf ||
+        spB.zr()[0] < config().centralSeedConfirmationRange.zMinSeedConf;
     seedConfRange = isForwardRegion ? config().forwardSeedConfirmationRange
                                     : config().centralSeedConfirmationRange;
     // set the minimum number of top SP depending on whether the bottom SP is
     // in the central or forward region
-    nTopSeedConf = spB.r() > seedConfRange.rMaxSeedConf
+    nTopSeedConf = spB.zr()[1] > seedConfRange.rMaxSeedConf
                        ? seedConfRange.nTopForLargeR
                        : seedConfRange.nTopForSmallR;
   }
@@ -153,9 +153,9 @@ void BroadTripletSeedFilter::filterTripletTopCandidates(
 
   const auto getTopR = [&](ConstSpacePointProxy2 spT) {
     if (config().useDeltaRinsteadOfTopRadius) {
-      return fastHypot(spT.r() - spM.r(), spT.z() - spM.z());
+      return fastHypot(spT.zr()[1] - spM.zr()[1], spT.zr()[0] - spM.zr()[0]);
     }
-    return spT.r();
+    return spT.zr()[1];
   };
 
   std::size_t beginCompTopIndex = 0;
@@ -251,8 +251,9 @@ void BroadTripletSeedFilter::filterTripletTopCandidates(
            deltaSeedConf == 0)) {
         continue;
       }
-      bool seedRangeCuts = spB.r() < seedConfRange.seedConfMinBottomRadius ||
-                           std::abs(zOrigin) > seedConfRange.seedConfMaxZOrigin;
+      bool seedRangeCuts =
+          spB.zr()[1] < seedConfRange.seedConfMinBottomRadius ||
+          std::abs(zOrigin) > seedConfRange.seedConfMaxZOrigin;
       if (seedRangeCuts && deltaSeedConf == 0 &&
           impact > seedConfRange.minImpactSeedConf) {
         continue;
diff --git a/Core/src/Seeding2/CylindricalSpacePointGrid2.cpp b/Core/src/Seeding2/CylindricalSpacePointGrid2.cpp
index 02374c612d5..f3a9233ecaf 100644
--- a/Core/src/Seeding2/CylindricalSpacePointGrid2.cpp
+++ b/Core/src/Seeding2/CylindricalSpacePointGrid2.cpp
@@ -193,7 +193,7 @@ void CylindricalSpacePointGrid2::sortBinsByR(
   for (std::size_t i = 0; i < grid().size(); ++i) {
     BinType& bin = grid().at(i);
     std::ranges::sort(bin, {}, [&](SpacePointIndex2 spIndex) {
-      return spacePoints[spIndex].r();
+      return spacePoints[spIndex].zr()[1];
     });
   }
 
@@ -211,8 +211,8 @@ Range1D<float> CylindricalSpacePointGrid2::computeRadiusRange(
     }
     auto first = spacePoints[bin.front()];
     auto last = spacePoints[bin.back()];
-    minRange = std::min(first.r(), minRange);
-    maxRange = std::max(last.r(), maxRange);
+    minRange = std::min(first.zr()[1], minRange);
+    maxRange = std::max(last.zr()[1], maxRange);
   }
   return {minRange, maxRange};
 }
diff --git a/Core/src/Seeding2/DoubletSeedFinder.cpp b/Core/src/Seeding2/DoubletSeedFinder.cpp
index c85e95d87d5..0aa6fa11abc 100644
--- a/Core/src/Seeding2/DoubletSeedFinder.cpp
+++ b/Core/src/Seeding2/DoubletSeedFinder.cpp
@@ -46,10 +46,10 @@ class Impl final : public DoubletSeedFinder {
     const float impactMax =
         isBottomCandidate ? -m_cfg.impactMax : m_cfg.impactMax;
 
-    const float xM = middleSp.x();
-    const float yM = middleSp.y();
-    const float zM = middleSp.z();
-    const float rM = middleSp.r();
+    const float xM = middleSp.xy()[0];
+    const float yM = middleSp.xy()[1];
+    const float zM = middleSp.zr()[0];
+    const float rM = middleSp.zr()[1];
     const float varianceZM = middleSp.varianceZ();
     const float varianceRM = middleSp.varianceR();
 
@@ -80,12 +80,12 @@ class Impl final : public DoubletSeedFinder {
       for (ConstSpacePointProxy2 otherSp : candidateSps) {
         if constexpr (isBottomCandidate) {
           // if r-distance is too big, try next SP in bin
-          if (rM - otherSp.r() <= m_cfg.deltaRMax) {
+          if (rM - otherSp.zr()[1] <= m_cfg.deltaRMax) {
             break;
           }
         } else {
           // if r-distance is too small, try next SP in bin
-          if (otherSp.r() - rM >= m_cfg.deltaRMin) {
+          if (otherSp.zr()[1] - rM >= m_cfg.deltaRMin) {
             break;
           }
         }
@@ -96,11 +96,14 @@ class Impl final : public DoubletSeedFinder {
     }
 
     const SpacePointContainer2& container = candidateSps.container();
-    for (auto [indexO, xO, yO, zO, rO, varianceZO, varianceRO] :
-         candidateSps.zip(container.xColumn(), container.yColumn(),
-                          container.zColumn(), container.rColumn(),
-                          container.varianceZColumn(),
-                          container.varianceRColumn())) {
+    for (auto [indexO, xyO, zrO, varianceZO, varianceRO] : candidateSps.zip(
+             container.xyColumn(), container.zrColumn(),
+             container.varianceZColumn(), container.varianceRColumn())) {
+      float xO = xyO[0];
+      float yO = xyO[1];
+      float zO = zrO[0];
+      float rO = zrO[1];
+
       if constexpr (isBottomCandidate) {
         deltaR = rM - rO;
 
@@ -345,10 +348,10 @@ DoubletSeedFinder::DerivedConfig::DerivedConfig(const Config& config,
 
 MiddleSpInfo DoubletSeedFinder::computeMiddleSpInfo(
     const ConstSpacePointProxy2& spM) {
-  const float rM = spM.r();
+  const float rM = spM.zr()[1];
   const float uIP = -1 / rM;
-  const float cosPhiM = -spM.x() * uIP;
-  const float sinPhiM = -spM.y() * uIP;
+  const float cosPhiM = -spM.xy()[0] * uIP;
+  const float sinPhiM = -spM.xy()[1] * uIP;
   const float uIP2 = uIP * uIP;
 
   return {uIP, uIP2, cosPhiM, sinPhiM};
diff --git a/Core/src/Seeding2/TripletSeedFinder.cpp b/Core/src/Seeding2/TripletSeedFinder.cpp
index 179e24e0b42..1220b97776a 100644
--- a/Core/src/Seeding2/TripletSeedFinder.cpp
+++ b/Core/src/Seeding2/TripletSeedFinder.cpp
@@ -78,9 +78,9 @@ class Impl final : public TripletSeedFinder {
       const ConstSpacePointProxy2& spM,
       const DoubletsForMiddleSp::Proxy& bottomDoublet, TopDoublets& topDoublets,
       TripletTopCandidates& tripletTopCandidates) const {
-    const float rM = spM.r();
-    const float varianceRM = spM.varianceR();
+    const float rM = spM.zr()[1];
     const float varianceZM = spM.varianceZ();
+    const float varianceRM = spM.varianceR();
 
     float cotThetaB = bottomDoublet.cotTheta();
     float erB = bottomDoublet.er();
@@ -152,7 +152,7 @@ class Impl final : public TripletSeedFinder {
 
       float dU = topDoublet.u() - Ub;
       // protects against division by 0
-      if (dU == 0.) {
+      if (dU == 0) {
         continue;
       }
       // A and B are evaluated as a function of the circumference parameters
@@ -224,11 +224,11 @@ class Impl final : public TripletSeedFinder {
       const SpacePointContainer2& spacePoints, const ConstSpacePointProxy2& spM,
       const DoubletsForMiddleSp::Proxy& bottomDoublet, TopDoublets& topDoublets,
       TripletTopCandidates& tripletTopCandidates) const {
-    float rM = spM.r();
-    float cosPhiM = spM.x() / rM;
-    float sinPhiM = spM.y() / rM;
-    float varianceRM = spM.varianceR();
+    float rM = spM.zr()[1];
+    float cosPhiM = spM.xy()[0] / rM;
+    float sinPhiM = spM.xy()[1] / rM;
     float varianceZM = spM.varianceZ();
+    float varianceRM = spM.varianceR();
 
     // Reserve enough space, in case current capacity is too little
     tripletTopCandidates.reserve(tripletTopCandidates.size() +
diff --git a/Core/src/Seeding2/TripletSeeder.cpp b/Core/src/Seeding2/TripletSeeder.cpp
index 9c47613db51..99beda50cc8 100644
--- a/Core/src/Seeding2/TripletSeeder.cpp
+++ b/Core/src/Seeding2/TripletSeeder.cpp
@@ -160,14 +160,14 @@ void TripletSeeder::createSeedsFromGroups(
     // search. This requires at least one middle space point to be present which
     // is already checked above.
     const ConstSpacePointProxy2 firstMiddleSp = middleSpGroup.front();
-    const float firstMiddleSpR = firstMiddleSp.r();
+    const float firstMiddleSpR = firstMiddleSp.zr()[1];
 
     for (auto& bottomSpGroup : bottomSpGroups) {
       // Find the first bottom space point that is within the deltaRMax of the
       // first middle space point.
       auto low = std::ranges::lower_bound(
           bottomSpGroup, firstMiddleSpR - bottomFinder.config().deltaRMax, {},
-          [&](const ConstSpacePointProxy2& sp) { return sp.r(); });
+          [&](const ConstSpacePointProxy2& sp) { return sp.zr()[1]; });
       bottomSpGroup = bottomSpGroup.subrange(low - bottomSpGroup.begin());
     }
 
@@ -176,13 +176,13 @@ void TripletSeeder::createSeedsFromGroups(
       // first middle space point.
       auto low = std::ranges::lower_bound(
           topSpGroup, firstMiddleSpR + topFinder.config().deltaRMin, {},
-          [&](const ConstSpacePointProxy2& sp) { return sp.r(); });
+          [&](const ConstSpacePointProxy2& sp) { return sp.zr()[1]; });
       topSpGroup = topSpGroup.subrange(low - topSpGroup.begin());
     }
   }
 
   for (ConstSpacePointProxy2 spM : middleSpGroup) {
-    const float rM = spM.r();
+    const float rM = spM.zr()[1];
 
     if (spacePointsSortedByRadius) {
       // check if spM is outside our radial region of interest
diff --git a/Examples/Algorithms/TrackFinding/src/GridTripletSeedingAlgorithm.cpp b/Examples/Algorithms/TrackFinding/src/GridTripletSeedingAlgorithm.cpp
index 0b69aed2e3b..7abe7e93778 100644
--- a/Examples/Algorithms/TrackFinding/src/GridTripletSeedingAlgorithm.cpp
+++ b/Examples/Algorithms/TrackFinding/src/GridTripletSeedingAlgorithm.cpp
@@ -36,7 +36,7 @@ static inline bool itkFastTrackingCuts(
   static float rMin = 45;
   static float cotThetaMax = 1.5;
 
-  if (isBottomCandidate && other.r() < rMin &&
+  if (isBottomCandidate && other.zr()[1] < rMin &&
       (cotTheta > cotThetaMax || cotTheta < -cotThetaMax)) {
     return false;
   }
@@ -161,12 +161,10 @@ ProcessCode GridTripletSeedingAlgorithm::execute(
 
   Acts::Experimental::SpacePointContainer2 coreSpacePoints(
       Acts::Experimental::SpacePointColumns::SourceLinks |
-      Acts::Experimental::SpacePointColumns::X |
-      Acts::Experimental::SpacePointColumns::Y |
-      Acts::Experimental::SpacePointColumns::Z |
-      Acts::Experimental::SpacePointColumns::R |
-      Acts::Experimental::SpacePointColumns::VarianceR |
-      Acts::Experimental::SpacePointColumns::VarianceZ);
+      Acts::Experimental::SpacePointColumns::XY |
+      Acts::Experimental::SpacePointColumns::ZR |
+      Acts::Experimental::SpacePointColumns::VarianceZ |
+      Acts::Experimental::SpacePointColumns::VarianceR);
   coreSpacePoints.reserve(grid.numberOfSpacePoints());
   std::vector<Acts::Experimental::SpacePointIndexRange2> gridSpacePointRanges;
   gridSpacePointRanges.reserve(grid.numberOfBins());
@@ -178,12 +176,12 @@ ProcessCode GridTripletSeedingAlgorithm::execute(
       auto newSp = coreSpacePoints.createSpacePoint();
       newSp.assignSourceLinks(
           std::array<Acts::SourceLink, 1>{Acts::SourceLink(&sp)});
-      newSp.x() = sp.x();
-      newSp.y() = sp.y();
-      newSp.z() = sp.z();
-      newSp.r() = sp.r();
-      newSp.varianceR() = sp.varianceR();
-      newSp.varianceZ() = sp.varianceZ();
+      newSp.xy() = std::array<float, 2>{static_cast<float>(sp.x()),
+                                        static_cast<float>(sp.y())};
+      newSp.zr() = std::array<float, 2>{static_cast<float>(sp.z()),
+                                        static_cast<float>(sp.r())};
+      newSp.varianceZ() = static_cast<float>(sp.varianceZ());
+      newSp.varianceR() = static_cast<float>(sp.varianceR());
     }
     std::uint32_t end = coreSpacePoints.size();
     gridSpacePointRanges.emplace_back(begin, end);
@@ -201,13 +199,14 @@ ProcessCode GridTripletSeedingAlgorithm::execute(
       }
       auto first = coreSpacePoints[range.first];
       auto last = coreSpacePoints[range.second - 1];
-      minRange = std::min(first.r(), minRange);
-      maxRange = std::max(last.r(), maxRange);
+      minRange = std::min(first.zr()[1], minRange);
+      maxRange = std::max(last.zr()[1], maxRange);
     }
     return {minRange, maxRange};
   }();
 
   Acts::Experimental::DoubletSeedFinder::Config bottomDoubletFinderConfig;
+  bottomDoubletFinderConfig.spacePointsSortedByRadius = true;
   bottomDoubletFinderConfig.candidateDirection = Acts::Direction::Backward();
   bottomDoubletFinderConfig.deltaRMin = std::isnan(m_cfg.deltaRMaxBottom)
                                             ? m_cfg.deltaRMin
@@ -227,7 +226,6 @@ ProcessCode GridTripletSeedingAlgorithm::execute(
   if (m_cfg.useExtraCuts) {
     bottomDoubletFinderConfig.experimentCuts.connect<itkFastTrackingCuts>();
   }
-  bottomDoubletFinderConfig.spacePointsSortedByRadius = true;
   auto bottomDoubletFinder = Acts::Experimental::DoubletSeedFinder::create(
       Acts::Experimental::DoubletSeedFinder::DerivedConfig(
           bottomDoubletFinderConfig, m_cfg.bFieldInZ));
@@ -244,6 +242,8 @@ ProcessCode GridTripletSeedingAlgorithm::execute(
           topDoubletFinderConfig, m_cfg.bFieldInZ));
 
   Acts::Experimental::TripletSeedFinder::Config tripletFinderConfig;
+  tripletFinderConfig.useStripInfo = false;
+  tripletFinderConfig.sortedByCotTheta = true;
   tripletFinderConfig.minPt = m_cfg.minPt;
   tripletFinderConfig.sigmaScattering = m_cfg.sigmaScattering;
   tripletFinderConfig.radLengthPerSeed = m_cfg.radLengthPerSeed;
@@ -251,8 +251,6 @@ ProcessCode GridTripletSeedingAlgorithm::execute(
   tripletFinderConfig.impactMax = m_cfg.impactMax;
   tripletFinderConfig.helixCutTolerance = m_cfg.helixCutTolerance;
   tripletFinderConfig.toleranceParam = m_cfg.toleranceParam;
-  tripletFinderConfig.useStripInfo = false;
-  tripletFinderConfig.sortedByCotTheta = true;
   auto tripletFinder = Acts::Experimental::TripletSeedFinder::create(
       Acts::Experimental::TripletSeedFinder::DerivedConfig(tripletFinderConfig,
                                                            m_cfg.bFieldInZ));
@@ -351,7 +349,7 @@ GridTripletSeedingAlgorithm::retrieveRadiusRangeForMiddle(
   }
 
   // get zBin position of the middle SP
-  auto pVal = std::ranges::lower_bound(m_cfg.zBinEdges, spM.z());
+  auto pVal = std::ranges::lower_bound(m_cfg.zBinEdges, spM.zr()[0]);
   std::size_t zBin = std::distance(m_cfg.zBinEdges.begin(), pVal);
   // protects against zM at the limit of zBinEdges
   zBin == 0 ? zBin : --zBin;
diff --git a/Tests/UnitTests/Core/EventData/SpacePointContainer2Tests.cpp b/Tests/UnitTests/Core/EventData/SpacePointContainer2Tests.cpp
index b50b8f4ad8c..4646408293e 100644
--- a/Tests/UnitTests/Core/EventData/SpacePointContainer2Tests.cpp
+++ b/Tests/UnitTests/Core/EventData/SpacePointContainer2Tests.cpp
@@ -31,7 +31,9 @@ BOOST_AUTO_TEST_CASE(Empty) {
 }
 
 BOOST_AUTO_TEST_CASE(Create) {
-  SpacePointContainer2 container;
+  SpacePointContainer2 container(SpacePointColumns::SourceLinks |
+                                 SpacePointColumns::X | SpacePointColumns::Y |
+                                 SpacePointColumns::Z);
   container.reserve(1);
 
   {
@@ -56,7 +58,9 @@ BOOST_AUTO_TEST_CASE(Create) {
 }
 
 BOOST_AUTO_TEST_CASE(Iterate) {
-  SpacePointContainer2 container;
+  SpacePointContainer2 container(SpacePointColumns::SourceLinks |
+                                 SpacePointColumns::X | SpacePointColumns::Y |
+                                 SpacePointColumns::Z);
   container.reserve(1);
 
   MutableSpacePointProxy2 sp = container.createSpacePoint();
@@ -166,7 +170,8 @@ BOOST_AUTO_TEST_CASE(ThrowOnDropNonExistingColumn) {
 }
 
 BOOST_AUTO_TEST_CASE(ZipIterate) {
-  SpacePointContainer2 container;
+  SpacePointContainer2 container(SpacePointColumns::X | SpacePointColumns::Y |
+                                 SpacePointColumns::Z);
   container.reserve(3);
 
   MutableSpacePointProxy2 sp1 = container.createSpacePoint();

From b65010d744f515a2d1579e6f7c20805227bcf4fa Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Wed, 20 Aug 2025 11:29:11 +0200
Subject: [PATCH 05/56] updated to get path from constructor

---
 .../ScoreBasedAmbiguityResolution.hpp                 | 11 +++++++----
 .../ScoreBasedAmbiguityResolution.ipp                 |  2 +-
 .../ScoreBasedAmbiguityResolution.cpp                 |  9 ++++-----
 3 files changed, 12 insertions(+), 10 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index 63cff8a454f..96795b70cdc 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -178,8 +178,9 @@ class ScoreBasedAmbiguityResolution {
   explicit ScoreBasedAmbiguityResolution(
       const Config& cfg,
       std::unique_ptr<const Logger> logger =
-          getDefaultLogger("ScoreBasedAmbiguityResolution", Logging::INFO))
-      : m_cfg{cfg}, m_logger{std::move(logger)} {}
+          getDefaultLogger("ScoreBasedAmbiguityResolution", Logging::INFO),
+      const std::string& monitorFilePath = "scoreMonitor.root")
+      : m_cfg{cfg}, m_logger{std::move(logger)}, m_monitorFilePath{monitorFilePath} {}
 
   /// Compute the initial state of the tracks.
   ///
@@ -260,8 +261,7 @@ class ScoreBasedAmbiguityResolution {
       source_link_equality_t sourceLinkEquality,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
           {}) const;
-  void saveScoreMonitor(const std::vector<ScoreMonitor>& scoreMonitor,
-                        const std::string& monitorFile) const;
+  void saveScoreMonitor(const std::vector<ScoreMonitor>& scoreMonitor) const;
 
  private:
   Config m_cfg;
@@ -269,6 +269,9 @@ class ScoreBasedAmbiguityResolution {
   /// Logging instance
   std::unique_ptr<const Logger> m_logger = nullptr;
 
+  /// Default path for the score monitor file
+  std::string m_monitorFilePath = "scoreMonitor.root";
+
   /// Private access to logging instance
   const Logger& logger() const;
 };
diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index f82c3016e89..7075d7ae9e4 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -336,7 +336,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
 
   }  // end of loop over tracks
 
-  saveScoreMonitor(scoreMonitor, "scoreMonitor.root");
+  saveScoreMonitor(scoreMonitor);
 
   return trackScore;
 }
diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index d4e8cabfa50..b4fb3a299fd 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -28,12 +28,11 @@ bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
 }
 
 void Acts::ScoreBasedAmbiguityResolution::saveScoreMonitor(
-    const std::vector<ScoreMonitor>& scoreMonitor,
-    const std::string& monitorFilePath) const {
+    const std::vector<ScoreMonitor>& scoreMonitor) const {
   // Open ROOT file for writing
-  TFile* file = TFile::Open(monitorFilePath.c_str(), "RECREATE");
+  TFile* file = TFile::Open(m_monitorFilePath.c_str(), "RECREATE");
   if (!file || file->IsZombie()) {
-    throw std::runtime_error("Could not create ROOT file: " + monitorFilePath);
+    throw std::runtime_error("Could not create ROOT file: " + m_monitorFilePath);
   }
 
   // Create a TTree
@@ -62,7 +61,7 @@ void Acts::ScoreBasedAmbiguityResolution::saveScoreMonitor(
   tree->Branch("optionalScore", &optionalScore);
 
   // Fill the tree
-  for (const auto& monitor : scoreMonitor) {
+  for (const ScoreMonitor& monitor : scoreMonitor) {
     ptScore = monitor.ptScore;
     chi2Score = monitor.chi2Score;
     totalScore = monitor.totalScore;

From 71b9336195823807c54047c403ede2d6fd54ee16 Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Wed, 20 Aug 2025 13:39:33 +0200
Subject: [PATCH 06/56] chnages for root plugin

---
 .../ScoreBasedAmbiguityResolution.hpp         | 11 ++--
 .../ScoreBasedAmbiguityResolution.ipp         |  6 +-
 .../ScoreBasedAmbiguityResolution.cpp         | 56 +----------------
 Plugins/Root/CMakeLists.txt                   |  1 +
 .../Acts/Plugins/Root/AmbiScoreMonitor.hpp    | 17 ++++++
 Plugins/Root/src/AmbiScoreMonitor.cpp         | 61 +++++++++++++++++++
 6 files changed, 90 insertions(+), 62 deletions(-)
 create mode 100644 Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
 create mode 100644 Plugins/Root/src/AmbiScoreMonitor.cpp

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index 96795b70cdc..91f8f57ea44 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -178,9 +178,8 @@ class ScoreBasedAmbiguityResolution {
   explicit ScoreBasedAmbiguityResolution(
       const Config& cfg,
       std::unique_ptr<const Logger> logger =
-          getDefaultLogger("ScoreBasedAmbiguityResolution", Logging::INFO),
-      const std::string& monitorFilePath = "scoreMonitor.root")
-      : m_cfg{cfg}, m_logger{std::move(logger)}, m_monitorFilePath{monitorFilePath} {}
+          getDefaultLogger("ScoreBasedAmbiguityResolution", Logging::INFO))
+      : m_cfg{cfg}, m_logger{std::move(logger)} {}
 
   /// Compute the initial state of the tracks.
   ///
@@ -261,7 +260,8 @@ class ScoreBasedAmbiguityResolution {
       source_link_equality_t sourceLinkEquality,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
           {}) const;
-  void saveScoreMonitor(const std::vector<ScoreMonitor>& scoreMonitor) const;
+
+  std::vector<ScoreMonitor> scoreMonitor() const ;
 
  private:
   Config m_cfg;
@@ -269,8 +269,7 @@ class ScoreBasedAmbiguityResolution {
   /// Logging instance
   std::unique_ptr<const Logger> m_logger = nullptr;
 
-  /// Default path for the score monitor file
-  std::string m_monitorFilePath = "scoreMonitor.root";
+  mutable std::vector<ScoreMonitor> m_scoreMonitor;
 
   /// Private access to logging instance
   const Logger& logger() const;
diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index 7075d7ae9e4..605d9283333 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -270,7 +270,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     ACTS_DEBUG("Modifier for pT = " << pT << " GeV is : " << score
                                     << "  New score now: " << score);
 
-    monitor.ptScore = score;                                
+    monitor.ptScore = score;
 
     for (std::size_t detectorId = 0; detectorId < m_cfg.detectorConfigs.size();
          detectorId++) {
@@ -290,7 +290,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
                                  << " hits: " << detector.factorHits[nHits]
                                  << "  New score now: " << score);
 
-      monitor.detectorHitScore.push_back(score);                           
+      monitor.detectorHitScore.push_back(score);
       // choosing a scaling factor based on the number of holes in a track per
       // detector.
       std::size_t iHoles = trackFeatures.nHoles;
@@ -336,7 +336,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
 
   }  // end of loop over tracks
 
-  saveScoreMonitor(scoreMonitor);
+  m_scoreMonitor = scoreMonitor;
 
   return trackScore;
 }
diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index b4fb3a299fd..2fbe9d14c8b 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -27,56 +27,6 @@ bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
           trackFeatures.nSharedHits > detector.maxSharedHitsPerEta[etaBin]);
 }
 
-void Acts::ScoreBasedAmbiguityResolution::saveScoreMonitor(
-    const std::vector<ScoreMonitor>& scoreMonitor) const {
-  // Open ROOT file for writing
-  TFile* file = TFile::Open(m_monitorFilePath.c_str(), "RECREATE");
-  if (!file || file->IsZombie()) {
-    throw std::runtime_error("Could not create ROOT file: " + m_monitorFilePath);
-  }
-
-  // Create a TTree
-  TTree* tree = new TTree("ScoreMonitorTree", "Score Monitor Data");
-
-  // Variables for branches
-  std::size_t ptScore;
-  std::size_t chi2Score;
-  std::size_t totalScore;
-
-  std::vector<std::size_t> detectorHitScore;
-  std::vector<std::size_t> detectorHoleScore;
-  std::vector<std::size_t> detectorOutlierScore;
-  std::vector<std::size_t> detectorOtherScore;
-  std::vector<std::size_t> optionalScore;
-
-  // Create branches
-  tree->Branch("ptScore", &ptScore);
-  tree->Branch("chi2Score", &chi2Score);
-  tree->Branch("totalScore", &totalScore);
-
-  tree->Branch("detectorHitScore", &detectorHitScore);
-  tree->Branch("detectorHoleScore", &detectorHoleScore);
-  tree->Branch("detectorOutlierScore", &detectorOutlierScore);
-  tree->Branch("detectorOtherScore", &detectorOtherScore);
-  tree->Branch("optionalScore", &optionalScore);
-
-  // Fill the tree
-  for (const ScoreMonitor& monitor : scoreMonitor) {
-    ptScore = monitor.ptScore;
-    chi2Score = monitor.chi2Score;
-    totalScore = monitor.totalScore;
-
-    detectorHitScore = monitor.detectorHitScore;
-    detectorHoleScore = monitor.detectorHoleScore;
-    detectorOutlierScore = monitor.detectorOutlierScore;
-    detectorOtherScore = monitor.detectorOtherScore;
-    optionalScore = monitor.optionalScore;
-
-    tree->Fill();
-  }
-
-  // Write tree to file
-  file->Write();
-  file->Close();
-  delete file;
-}
+std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> Acts::ScoreBasedAmbiguityResolution::scoreMonitor() const {
+  return m_scoreMonitor;
+}
\ No newline at end of file
diff --git a/Plugins/Root/CMakeLists.txt b/Plugins/Root/CMakeLists.txt
index f7050c20c17..f8e924d148c 100644
--- a/Plugins/Root/CMakeLists.txt
+++ b/Plugins/Root/CMakeLists.txt
@@ -1,6 +1,7 @@
 acts_add_library(
     PluginRoot
     SHARED
+    src/AmbiScoreMonitor.cpp
     src/RootMaterialMapIo.cpp
     src/RootMaterialTrackIo.cpp
     src/RootSpacePointIo.cpp
diff --git a/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
new file mode 100644
index 00000000000..d9294627f21
--- /dev/null
+++ b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
@@ -0,0 +1,17 @@
+
+
+#pragma once
+
+#include "Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp"
+
+#include <TFile.h>
+#include <TTree.h>
+
+namespace Acts {
+
+void saveScoreMonitor(
+    const std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>&
+        scoreMonitor,
+    const std::string& monitorFile);
+
+}
\ No newline at end of file
diff --git a/Plugins/Root/src/AmbiScoreMonitor.cpp b/Plugins/Root/src/AmbiScoreMonitor.cpp
new file mode 100644
index 00000000000..4ad808bf57e
--- /dev/null
+++ b/Plugins/Root/src/AmbiScoreMonitor.cpp
@@ -0,0 +1,61 @@
+
+#include "Acts/Plugins/Root/AmbiScoreMonitor.hpp"
+
+#include "Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp"
+#include <TFile.h>
+#include <TTree.h>
+
+void Acts::saveScoreMonitor(
+    const std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>& scoreMonitor,
+    const std::string& monitorFilePath) {
+  // Open ROOT file for writing
+  TFile* file = TFile::Open(monitorFilePath.c_str(), "RECREATE");
+  if (!file || file->IsZombie()) {
+    throw std::runtime_error("Could not create ROOT file: " + monitorFilePath);
+  }
+
+  // Create a TTree
+  TTree* tree = new TTree("ScoreMonitorTree", "Score Monitor Data");
+
+  // Variables for branches
+  std::size_t ptScore;
+  std::size_t chi2Score;
+  std::size_t totalScore;
+
+  std::vector<std::size_t> detectorHitScore;
+  std::vector<std::size_t> detectorHoleScore;
+  std::vector<std::size_t> detectorOutlierScore;
+  std::vector<std::size_t> detectorOtherScore;
+  std::vector<std::size_t> optionalScore;
+
+  // Create branches
+  tree->Branch("ptScore", &ptScore);
+  tree->Branch("chi2Score", &chi2Score);
+  tree->Branch("totalScore", &totalScore);
+
+  tree->Branch("detectorHitScore", &detectorHitScore);
+  tree->Branch("detectorHoleScore", &detectorHoleScore);
+  tree->Branch("detectorOutlierScore", &detectorOutlierScore);
+  tree->Branch("detectorOtherScore", &detectorOtherScore);
+  tree->Branch("optionalScore", &optionalScore);
+
+  // Fill the tree
+  for (const auto& monitor : scoreMonitor) {
+    ptScore = monitor.ptScore;
+    chi2Score = monitor.chi2Score;
+    totalScore = monitor.totalScore;
+
+    detectorHitScore = monitor.detectorHitScore;
+    detectorHoleScore = monitor.detectorHoleScore;
+    detectorOutlierScore = monitor.detectorOutlierScore;
+    detectorOtherScore = monitor.detectorOtherScore;
+    optionalScore = monitor.optionalScore;
+
+    tree->Fill();
+  }
+
+  // Write tree to file
+  file->Write();
+  file->Close();
+  delete file;
+}

From 3f1ca99b3c3722bc3841b96f8d2f1274bd1f3b86 Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Wed, 20 Aug 2025 13:57:09 +0200
Subject: [PATCH 07/56] removed old includes

---
 Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp | 2 --
 1 file changed, 2 deletions(-)

diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index 2fbe9d14c8b..2bf3a7849d9 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -8,8 +8,6 @@
 
 #include "Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp"
 
-#include "TFile.h"
-#include "TTree.h"
 
 bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
     const DetectorConfig& detector, const TrackFeatures& trackFeatures,

From 09b52b9f24d931eccd606184041713637492cc4d Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Wed, 20 Aug 2025 16:28:42 +0200
Subject: [PATCH 08/56] working with bugs - with odd

---
 .../AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp | 2 +-
 .../AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp | 2 +-
 Examples/Algorithms/AmbiguityResolution/CMakeLists.txt    | 2 +-
 .../ScoreBasedAmbiguityResolutionAlgorithm.hpp            | 3 +++
 .../src/ScoreBasedAmbiguityResolutionAlgorithm.cpp        | 8 ++++++++
 Examples/Python/python/acts/examples/reconstruction.py    | 2 ++
 Examples/Python/src/AmbiguityResolution.cpp               | 2 +-
 Examples/Scripts/Python/full_chain_odd.py                 | 3 ++-
 Examples/Scripts/Python/full_chain_odd_LRT.py             | 1 +
 Examples/Scripts/Python/full_chain_test.py                | 1 +
 10 files changed, 21 insertions(+), 5 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index 91f8f57ea44..b0f7937e1f3 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -261,7 +261,7 @@ class ScoreBasedAmbiguityResolution {
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
           {}) const;
 
-  std::vector<ScoreMonitor> scoreMonitor() const ;
+  std::vector<ScoreMonitor> getScoreMonitor() const ;
 
  private:
   Config m_cfg;
diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index 2bf3a7849d9..4d7feb9aee4 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -25,6 +25,6 @@ bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
           trackFeatures.nSharedHits > detector.maxSharedHitsPerEta[etaBin]);
 }
 
-std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> Acts::ScoreBasedAmbiguityResolution::scoreMonitor() const {
+std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> Acts::ScoreBasedAmbiguityResolution::getScoreMonitor() const {
   return m_scoreMonitor;
 }
\ No newline at end of file
diff --git a/Examples/Algorithms/AmbiguityResolution/CMakeLists.txt b/Examples/Algorithms/AmbiguityResolution/CMakeLists.txt
index 84c4bfe8c60..70687fa4c69 100644
--- a/Examples/Algorithms/AmbiguityResolution/CMakeLists.txt
+++ b/Examples/Algorithms/AmbiguityResolution/CMakeLists.txt
@@ -12,5 +12,5 @@ target_include_directories(
 
 target_link_libraries(
     ActsExamplesAmbiguityResolution
-    PUBLIC Acts::ExamplesFramework Acts::PluginJson
+    PUBLIC Acts::ExamplesFramework Acts::PluginJson Acts::PluginRoot
 )
diff --git a/Examples/Algorithms/AmbiguityResolution/include/ActsExamples/AmbiguityResolution/ScoreBasedAmbiguityResolutionAlgorithm.hpp b/Examples/Algorithms/AmbiguityResolution/include/ActsExamples/AmbiguityResolution/ScoreBasedAmbiguityResolutionAlgorithm.hpp
index bc92b2d656f..4bc63b199b4 100644
--- a/Examples/Algorithms/AmbiguityResolution/include/ActsExamples/AmbiguityResolution/ScoreBasedAmbiguityResolutionAlgorithm.hpp
+++ b/Examples/Algorithms/AmbiguityResolution/include/ActsExamples/AmbiguityResolution/ScoreBasedAmbiguityResolutionAlgorithm.hpp
@@ -49,6 +49,9 @@ class ScoreBasedAmbiguityResolutionAlgorithm final : public IAlgorithm {
     // configuration file for the detector map
     std::string configFile = "detectorConfigs.json";
 
+    // score monitor file path
+    std::string monitorFile = "scoreMonitor.root";
+
     // maximum number of shared tracks per measurement
     std::size_t maxSharedTracksPerMeasurement = 10;
     // maximum number of shared hit per track
diff --git a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
index 2da5cd4dd78..04d04674731 100644
--- a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
+++ b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
@@ -11,6 +11,7 @@
 #include "Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp"
 #include "Acts/EventData/MultiTrajectoryHelpers.hpp"
 #include "Acts/Plugins/Json/AmbiguityConfigJsonConverter.hpp"
+#include "Acts/Plugins/Root/AmbiScoreMonitor.hpp"
 #include "Acts/Utilities/Logger.hpp"
 #include "ActsExamples/EventData/IndexSourceLink.hpp"
 #include "ActsExamples/EventData/Measurement.hpp"
@@ -126,6 +127,13 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
     destProxy.tipIndex() = srcProxy.tipIndex();
   }
 
+  std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> scoreMonitor = m_ambi.getScoreMonitor();
+  if (!scoreMonitor.empty()) {
+    Acts::saveScoreMonitor(scoreMonitor, m_cfg.monitorFile);
+  } else {
+    ACTS_ERROR("No score monitor data available to save.");
+  }
+
   ActsExamples::ConstTrackContainer outputTracks{
       std::make_shared<Acts::ConstVectorTrackContainer>(
           std::move(solvedTracks.container())),
diff --git a/Examples/Python/python/acts/examples/reconstruction.py b/Examples/Python/python/acts/examples/reconstruction.py
index e353e195596..dfaae306f00 100644
--- a/Examples/Python/python/acts/examples/reconstruction.py
+++ b/Examples/Python/python/acts/examples/reconstruction.py
@@ -2125,6 +2125,7 @@ def addScoreBasedAmbiguityResolution(
     outputDirCsv: Optional[Union[Path, str]] = None,
     outputDirRoot: Optional[Union[Path, str]] = None,
     ambiVolumeFile: Optional[Union[Path, str]] = None,
+    ambiMonitorFile: Optional[Union[Path, str]] = None,
     writeTrackSummary: bool = True,
     writeTrackStates: bool = False,
     writePerformance: bool = True,
@@ -2139,6 +2140,7 @@ def addScoreBasedAmbiguityResolution(
         level=customLogLevel(),
         inputTracks=tracks,
         configFile=ambiVolumeFile,
+        monitorFile=ambiMonitorFile,
         outputTracks="ambiTracksScoreBased",
         **acts.examples.defaultKWArgs(
             minScore=config.minScore,
diff --git a/Examples/Python/src/AmbiguityResolution.cpp b/Examples/Python/src/AmbiguityResolution.cpp
index c45a6f11fd2..81876489727 100644
--- a/Examples/Python/src/AmbiguityResolution.cpp
+++ b/Examples/Python/src/AmbiguityResolution.cpp
@@ -32,7 +32,7 @@ void addAmbiguityResolution(Context& ctx) {
 
   ACTS_PYTHON_DECLARE_ALGORITHM(
       ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm, mex,
-      "ScoreBasedAmbiguityResolutionAlgorithm", inputTracks, configFile,
+      "ScoreBasedAmbiguityResolutionAlgorithm", inputTracks, configFile, monitorFile,
       outputTracks, minScore, minScoreSharedTracks, maxShared, minUnshared,
       maxSharedTracksPerMeasurement, useAmbiguityScoring);
 }
diff --git a/Examples/Scripts/Python/full_chain_odd.py b/Examples/Scripts/Python/full_chain_odd.py
index 35cc91a960c..a89e4a43bd0 100755
--- a/Examples/Scripts/Python/full_chain_odd.py
+++ b/Examples/Scripts/Python/full_chain_odd.py
@@ -429,11 +429,12 @@
                 maxShared=2,
                 minUnshared=3,
                 maxSharedTracksPerMeasurement=2,
-                useAmbiguityScoring=False,
+                useAmbiguityScoring=True,
             ),
             outputDirRoot=outputDir if args.output_root else None,
             outputDirCsv=outputDir if args.output_csv else None,
             ambiVolumeFile=ambi_config,
+            ambiMonitorFile=outputDir / "scoreMonitor.root",
             writeCovMat=True,
         )
     else:
diff --git a/Examples/Scripts/Python/full_chain_odd_LRT.py b/Examples/Scripts/Python/full_chain_odd_LRT.py
index 9b1f9bf28e0..0e44f987ac0 100644
--- a/Examples/Scripts/Python/full_chain_odd_LRT.py
+++ b/Examples/Scripts/Python/full_chain_odd_LRT.py
@@ -426,6 +426,7 @@
             outputDirRoot=outputDir if args.output_root else None,
             outputDirCsv=outputDir if args.output_csv else None,
             ambiVolumeFile=ambi_config,
+            ambiMonitorFile=outputDir / "scoreMonitor.root",
             writeCovMat=True,
         )
     else:
diff --git a/Examples/Scripts/Python/full_chain_test.py b/Examples/Scripts/Python/full_chain_test.py
index a7d56cec4ef..251433ab0c8 100755
--- a/Examples/Scripts/Python/full_chain_test.py
+++ b/Examples/Scripts/Python/full_chain_test.py
@@ -737,6 +737,7 @@ def full_chain(args):
                 useAmbiguityScoring=False,
             ),
             ambiVolumeFile=args.ambi_config,
+            ambiMonitorFile=outputDirLessRoot / "scoreMonitor.root",
             **writeCovMat,
             outputDirRoot=outputDirLessRoot,
             outputDirCsv=outputDirLessCsv,

From 46e639217a9757a32476bf50b0a5f76fd76a3e0d Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Wed, 20 Aug 2025 16:46:04 +0200
Subject: [PATCH 09/56] refactor: Convex polygon bounds: use span and share
 methods (#4561)

Updates the convex polygon bounds to use `span`, share more common code via the existing base-class.
---
 .../Acts/Surfaces/ConvexPolygonBounds.hpp     | 83 ++++++++--------
 .../Acts/Surfaces/ConvexPolygonBounds.ipp     | 97 +++----------------
 Core/src/Surfaces/ConvexPolygonBounds.cpp     | 80 ++++++++++++---
 .../Surfaces/ConvexPolygonBoundsTests.cpp     |  4 +
 4 files changed, 125 insertions(+), 139 deletions(-)

diff --git a/Core/include/Acts/Surfaces/ConvexPolygonBounds.hpp b/Core/include/Acts/Surfaces/ConvexPolygonBounds.hpp
index 26088b324f0..97e2bcae3a5 100644
--- a/Core/include/Acts/Surfaces/ConvexPolygonBounds.hpp
+++ b/Core/include/Acts/Surfaces/ConvexPolygonBounds.hpp
@@ -47,12 +47,16 @@ class ConvexPolygonBoundsBase : public PlanarBounds {
   ///       centroid)
   Vector2 center() const final;
 
+  /// Return a rectangle bounds object that encloses this polygon.
+  /// @return The rectangular bounds
+  ///
+  const RectangleBounds& boundingBox() const final;
+
  protected:
   /// Return a rectangle bounds instance that encloses a set of vertices.
   /// @param vertices A collection of vertices to enclose.
   /// @return Enclosing rectangle.
-  template <typename coll_t>
-  static RectangleBounds makeBoundingBox(const coll_t& vertices);
+  void makeBoundingBox(std::span<const Vector2> vertices);
 
   /// Calculates whether a set of vertices forms a convex polygon. This is
   /// generic over the number of vertices, so it's factored out of the concrete
@@ -65,50 +69,49 @@ class ConvexPolygonBoundsBase : public PlanarBounds {
 
   void calculateCenter(std::span<const Vector2> vertices);
 
+  /// Return whether this bounds class is in fact convex
+  /// thorws a logic error if not
+  static void checkConsistency(std::span<const Vector2> vertices) noexcept(
+      false);
+
  private:
   /// Cached center position
-  Vector2 m_center;
+  Vector2 m_center{Vector2::Zero()};
+  RectangleBounds m_boundingBox{0, 0};
 };
 
+template <int N>
+concept isValidConvexPolygonSize = requires { requires(N >= 3 || N == -1); };
+
 /// This is the actual implementation of the bounds.
-/// It is templated on the number of vertices, but there is a specialization for
-/// *dynamic* number of vertices, where the underlying storage is then a vector.
+/// It is templated on the number of vertices, but there is a specialization
+/// for *dynamic* number of vertices, where the underlying storage is then a
+/// vector.
 ///
 /// @tparam N Number of vertices
 template <int N>
+  requires isValidConvexPolygonSize<N>
 class ConvexPolygonBounds : public ConvexPolygonBoundsBase {
  public:
   /// Expose number of vertices given as template parameter.
-  ///
-  static constexpr std::size_t num_vertices = N;
-  /// Type that's used to store the vertices, in this case a fixed size array.
-  ///
-  using vertex_array = std::array<Vector2, num_vertices>;
+  static constexpr std::size_t nVertices = N;
+
   /// Expose number of parameters as a template parameter
-  ///
+  /// @note The `eSize` name here emulates the size of the *bound values* in other
+  ///       bounds classes.
   static constexpr std::size_t eSize = 2 * N;
-  /// Type that's used to store the vertices, in this case a fixed size array.
-  ///
-  using value_array = std::array<double, eSize>;
-
-  static_assert(N >= 3, "ConvexPolygonBounds needs at least 3 sides.");
 
   /// Constructor from a vector of vertices, to facilitate construction.
   /// This will throw if the vector size does not match `num_vertices`.
   /// This will throw if the vertices do not form a convex polygon.
   /// @param vertices The list of vertices.
-  explicit ConvexPolygonBounds(const std::vector<Vector2>& vertices) noexcept(
+  explicit ConvexPolygonBounds(std::span<const Vector2> vertices) noexcept(
       false);
 
-  /// Constructor from a fixed size array of vertices.
-  /// This will throw if the vertices do not form a convex polygon.
-  /// @param vertices The vertices
-  explicit ConvexPolygonBounds(const vertex_array& vertices) noexcept(false);
-
   /// Constructor from a fixed size array of parameters
   /// This will throw if the vertices do not form a convex polygon.
   /// @param values The values to build up the vertices
-  explicit ConvexPolygonBounds(const value_array& values) noexcept(false);
+  explicit ConvexPolygonBounds(std::span<const double> values) noexcept(false);
 
   /// @copydoc SurfaceBounds::inside
   bool inside(const Vector2& lposition) const final;
@@ -129,17 +132,8 @@ class ConvexPolygonBounds : public ConvexPolygonBoundsBase {
   /// @return vector for vertices in 2D
   std::vector<Vector2> vertices(unsigned int ignoredSegments = 0u) const final;
 
-  /// Return a rectangle bounds object that encloses this polygon.
-  /// @return The rectangular bounds
-  const RectangleBounds& boundingBox() const final;
-
  private:
-  vertex_array m_vertices;
-  RectangleBounds m_boundingBox;
-
-  /// Return whether this bounds class is in fact convex
-  /// throws a log error if not
-  void checkConsistency() const noexcept(false);
+  std::array<Vector2, nVertices> m_vertices{};
 };
 
 /// Tag to trigger specialization of a dynamic polygon
@@ -151,8 +145,18 @@ constexpr int PolygonDynamic = -1;
 template <>
 class ConvexPolygonBounds<PolygonDynamic> : public ConvexPolygonBoundsBase {
  public:
+  /// Expose number of vertices given as template parameter.
+  constexpr static int nVertices = PolygonDynamic;
+  /// Expose number of parameters as a template parameter
+  /// @note The `eSize` name here emulates the size of the *bound values* in other
+  ///       bounds classes.
   constexpr static int eSize = -1;
 
+  /// Constructor from a vector of vertices, to facilitate construction.
+  /// This will throw if the vertices do not form a convex polygon.
+  /// @param vertices The list of vertices.
+  explicit ConvexPolygonBounds(std::span<const Vector2> vertices);
+
   /// Constructor from a vector of vertices, to facilitate construction.
   /// This will throw if the vertices do not form a convex polygon.
   /// @param vertices The list of vertices.
@@ -177,19 +181,8 @@ class ConvexPolygonBounds<PolygonDynamic> : public ConvexPolygonBoundsBase {
   /// @return vector for vertices in 2D
   std::vector<Vector2> vertices(unsigned int lseg = 1) const final;
 
-  ///
-  /// Return a rectangle bounds object that encloses this polygon.
-  /// @return The rectangular bounds
-  ///
-  const RectangleBounds& boundingBox() const final;
-
  private:
-  boost::container::small_vector<Vector2, 10> m_vertices;
-  RectangleBounds m_boundingBox;
-
-  /// Return whether this bounds class is in fact convex
-  /// thorws a logic error if not
-  void checkConsistency() const noexcept(false);
+  boost::container::small_vector<Vector2, 10> m_vertices{};
 };
 
 }  // namespace Acts
diff --git a/Core/include/Acts/Surfaces/ConvexPolygonBounds.ipp b/Core/include/Acts/Surfaces/ConvexPolygonBounds.ipp
index 6f73f9eb360..29ed1b6f39a 100644
--- a/Core/include/Acts/Surfaces/ConvexPolygonBounds.ipp
+++ b/Core/include/Acts/Surfaces/ConvexPolygonBounds.ipp
@@ -15,98 +15,42 @@
 
 namespace Acts {
 
-template <typename coll_t>
-  requires std::same_as<typename coll_t::value_type, Vector2>
-void ConvexPolygonBoundsBase::convex_impl(const coll_t& vertices) noexcept(
-    false) {
-  const std::size_t N = vertices.size();
-  for (std::size_t i = 0; i < N; i++) {
-    std::size_t j = (i + 1) % N;
-    const Vector2& a = vertices[i];
-    const Vector2& b = vertices[j];
-
-    const Vector2 ab = b - a;
-    const Vector2 normal = Vector2(ab.y(), -ab.x()).normalized();
-
-    bool first = true;
-    bool ref = false;
-    // loop over all other vertices
-    for (std::size_t k = 0; k < N; k++) {
-      if (k == i || k == j) {
-        continue;
-      }
-
-      const Vector2& c = vertices[k];
-      double dot = normal.dot(c - a);
-
-      if (first) {
-        ref = std::signbit(dot);
-        first = false;
-        continue;
-      }
-
-      if (std::signbit(dot) != ref) {
-        throw std::logic_error(
-            "ConvexPolygon: Given vertices do not form convex hull");
-      }
-    }
-  }
-}
-
-template <typename coll_t>
-RectangleBounds ConvexPolygonBoundsBase::makeBoundingBox(
-    const coll_t& vertices) {
-  Vector2 vmax, vmin;
-  vmax = vertices[0];
-  vmin = vertices[0];
-
-  for (std::size_t i = 1; i < vertices.size(); i++) {
-    vmax = vmax.cwiseMax(vertices[i]);
-    vmin = vmin.cwiseMin(vertices[i]);
-  }
-
-  return {vmin, vmax};
-}
-
 template <int N>
+  requires isValidConvexPolygonSize<N>
 ConvexPolygonBounds<N>::ConvexPolygonBounds(
-    const std::vector<Vector2>& vertices) noexcept(false)
-    : m_vertices(), m_boundingBox(makeBoundingBox(vertices)) {
+    std::span<const Vector2> vertices) noexcept(false) {
   throw_assert(vertices.size() == N,
                "Size and number of given vertices do not match.");
-  for (std::size_t i = 0; i < N; i++) {
-    m_vertices[i] = vertices[i];
-  }
-  checkConsistency();
-  calculateCenter(m_vertices);
-}
 
-template <int N>
-ConvexPolygonBounds<N>::ConvexPolygonBounds(
-    const vertex_array& vertices) noexcept(false)
-    : m_vertices(vertices), m_boundingBox(makeBoundingBox(vertices)) {
-  checkConsistency();
+  std::ranges::copy(vertices, m_vertices.begin());
+
+  checkConsistency(m_vertices);
+  makeBoundingBox(m_vertices);
   calculateCenter(m_vertices);
 }
 
 template <int N>
-ConvexPolygonBounds<N>::ConvexPolygonBounds(const value_array& values) noexcept(
-    false)
-    : m_vertices(), m_boundingBox(0., 0.) {
+  requires isValidConvexPolygonSize<N>
+ConvexPolygonBounds<N>::ConvexPolygonBounds(
+    std::span<const double> values) noexcept(false) {
+  throw_assert(values.size() == 2 * N,
+               "Size and number of given values do not match.");
   for (std::size_t i = 0; i < N; i++) {
     m_vertices[i] = Vector2(values[2 * i], values[2 * i + 1]);
   }
-  m_boundingBox = makeBoundingBox(m_vertices);
-  checkConsistency();
+  checkConsistency(m_vertices);
+  makeBoundingBox(m_vertices);
   calculateCenter(m_vertices);
 }
 
 template <int N>
+  requires isValidConvexPolygonSize<N>
 bool ConvexPolygonBounds<N>::inside(const Vector2& lposition) const {
   return detail::VerticesHelper::isInsidePolygon(lposition, m_vertices);
 }
 
 template <int N>
+  requires isValidConvexPolygonSize<N>
 Vector2 ConvexPolygonBounds<N>::closestPoint(
     const Vector2& lposition, const SquareMatrix2& metric) const {
   return detail::VerticesHelper::computeClosestPointOnPolygon(
@@ -114,19 +58,10 @@ Vector2 ConvexPolygonBounds<N>::closestPoint(
 }
 
 template <int N>
+  requires isValidConvexPolygonSize<N>
 std::vector<Vector2> ConvexPolygonBounds<N>::vertices(
     unsigned int /*ignoredSegments*/) const {
   return {m_vertices.begin(), m_vertices.end()};
 }
 
-template <int N>
-const RectangleBounds& ConvexPolygonBounds<N>::boundingBox() const {
-  return m_boundingBox;
-}
-
-template <int N>
-void ConvexPolygonBounds<N>::checkConsistency() const noexcept(false) {
-  convex_impl(m_vertices);
-}
-
 }  // namespace Acts
diff --git a/Core/src/Surfaces/ConvexPolygonBounds.cpp b/Core/src/Surfaces/ConvexPolygonBounds.cpp
index 487e9de7286..208998149dc 100644
--- a/Core/src/Surfaces/ConvexPolygonBounds.cpp
+++ b/Core/src/Surfaces/ConvexPolygonBounds.cpp
@@ -12,6 +12,7 @@
 #include "Acts/Surfaces/detail/VerticesHelper.hpp"
 
 #include <ostream>
+#include <stdexcept>
 
 namespace Acts {
 
@@ -51,13 +52,76 @@ Vector2 ConvexPolygonBoundsBase::center() const {
   return m_center;
 }
 
+const RectangleBounds& ConvexPolygonBoundsBase::boundingBox() const {
+  return m_boundingBox;
+}
+
+void ConvexPolygonBoundsBase::makeBoundingBox(
+    std::span<const Vector2> vertices) {
+  Vector2 vmax, vmin;
+  vmax = vertices[0];
+  vmin = vertices[0];
+
+  for (std::size_t i = 1; i < vertices.size(); i++) {
+    vmax = vmax.cwiseMax(vertices[i]);
+    vmin = vmin.cwiseMin(vertices[i]);
+  }
+
+  m_boundingBox = {vmin, vmax};
+}
+
+void ConvexPolygonBoundsBase::checkConsistency(
+    std::span<const Vector2> vertices) noexcept(false) {
+  const std::size_t N = vertices.size();
+  for (std::size_t i = 0; i < N; i++) {
+    std::size_t j = (i + 1) % N;
+    const Vector2& a = vertices[i];
+    const Vector2& b = vertices[j];
+
+    const Vector2 ab = b - a;
+    const Vector2 normal = Vector2(ab.y(), -ab.x()).normalized();
+
+    bool first = true;
+    bool ref = false;
+    // loop over all other vertices
+    for (std::size_t k = 0; k < N; k++) {
+      if (k == i || k == j) {
+        continue;
+      }
+
+      const Vector2& c = vertices[k];
+      double dot = normal.dot(c - a);
+
+      if (first) {
+        ref = std::signbit(dot);
+        first = false;
+        continue;
+      }
+
+      if (std::signbit(dot) != ref) {
+        throw std::logic_error(
+            "ConvexPolygon: Given vertices do not form convex hull");
+      }
+    }
+  }
+}
+
 ConvexPolygonBounds<PolygonDynamic>::ConvexPolygonBounds(
-    const std::vector<Vector2>& vertices)
-    : m_vertices(vertices.begin(), vertices.end()),
-      m_boundingBox(makeBoundingBox(vertices)) {
+    std::span<const Vector2> vertices)
+    : m_vertices(vertices.begin(), vertices.end()) {
+  if (vertices.size() < 3) {
+    throw std::invalid_argument(
+        "ConvexPolygonBounds: At least 3 vertices are required.");
+  }
+  checkConsistency(vertices);
   calculateCenter(vertices);
+  makeBoundingBox(vertices);
 }
 
+ConvexPolygonBounds<PolygonDynamic>::ConvexPolygonBounds(
+    const std::vector<Vector2>& vertices)
+    : ConvexPolygonBounds{std::span<const Vector2>{vertices}} {}
+
 bool ConvexPolygonBounds<PolygonDynamic>::inside(
     const Vector2& lposition) const {
   return detail::VerticesHelper::isInsidePolygon(lposition, m_vertices);
@@ -75,14 +139,4 @@ std::vector<Vector2> ConvexPolygonBounds<PolygonDynamic>::vertices(
   return {m_vertices.begin(), m_vertices.end()};
 }
 
-const RectangleBounds& ConvexPolygonBounds<PolygonDynamic>::boundingBox()
-    const {
-  return m_boundingBox;
-}
-
-void ConvexPolygonBounds<PolygonDynamic>::checkConsistency() const
-    noexcept(false) {
-  convex_impl(m_vertices);
-}
-
 }  // namespace Acts
diff --git a/Tests/UnitTests/Core/Surfaces/ConvexPolygonBoundsTests.cpp b/Tests/UnitTests/Core/Surfaces/ConvexPolygonBoundsTests.cpp
index 87d9c06bdda..02d47af21dc 100644
--- a/Tests/UnitTests/Core/Surfaces/ConvexPolygonBoundsTests.cpp
+++ b/Tests/UnitTests/Core/Surfaces/ConvexPolygonBoundsTests.cpp
@@ -111,6 +111,10 @@ BOOST_AUTO_TEST_CASE(ConvexPolygonBoundsDynamicTest) {
   vertices = {{0, 0}, {1, 0}, {0.5, 1}};
   poly triangle(vertices);
 
+  // Too few vertices
+  vertices = {{0, 0}, {1, 1}};
+  BOOST_CHECK_THROW(poly{vertices}, std::invalid_argument);
+
   RectangleBounds bb = triangle.boundingBox();
   BOOST_CHECK_EQUAL(bb.min(), Vector2(0, 0));
   BOOST_CHECK_EQUAL(bb.max(), Vector2(1., 1));

From 4855d44c36febdab0eefa6bd7e3c684593e34cbb Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Wed, 20 Aug 2025 19:25:27 +0200
Subject: [PATCH 10/56] fixed issues with types and tested with a ploting code

---
 .../ScoreBasedAmbiguityResolution.hpp         | 22 +++++++-----
 .../ScoreBasedAmbiguityResolution.ipp         | 31 ++++++++++++++--
 Plugins/Root/src/AmbiScoreMonitor.cpp         | 35 +++++++++++++------
 3 files changed, 66 insertions(+), 22 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index b0f7937e1f3..a91c2e332b3 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -152,16 +152,20 @@ class ScoreBasedAmbiguityResolution {
   };
 
   struct ScoreMonitor {
-    std::size_t ptScore = 0;
-    std::vector<std::size_t> detectorHitScore;
-    std::vector<std::size_t> detectorHoleScore;
-    std::vector<std::size_t> detectorOutlierScore;
-    std::vector<std::size_t> detectorOtherScore;
-    std::size_t chi2Score = 0;
+    double pT = 0.0;
+    double eta = 0.0;
+    double phi = 0.0;
 
-    std::vector<std::size_t> optionalScore;
+    double ptScore = 0;
+    std::vector<double> detectorHitScore;
+    std::vector<double> detectorHoleScore;
+    std::vector<double> detectorOutlierScore;
+    std::vector<double> detectorOtherScore;
+    double chi2Score = 0;
 
-    std::size_t totalScore = 0;
+    std::vector<double> optionalScore;
+
+    double totalScore = 0;
 
     void setZero() {
       ptScore = 0;
@@ -261,7 +265,7 @@ class ScoreBasedAmbiguityResolution {
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
           {}) const;
 
-  std::vector<ScoreMonitor> getScoreMonitor() const ;
+  std::vector<ScoreMonitor> getScoreMonitor() const;
 
  private:
   Config m_cfg;
diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index 605d9283333..70696118115 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -79,6 +79,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
   std::vector<double> trackScore;
   std::vector<ScoreMonitor> scoreMonitor;
   trackScore.reserve(tracks.size());
+  scoreMonitor.reserve(tracks.size());
 
   int iTrack = 0;
 
@@ -91,7 +92,10 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
     // get the trackFeatures map for the track
     const auto& trackFeaturesVector = trackFeaturesVectors[iTrack];
     double score = 1;
+    ScoreMonitor monitor;
     auto eta = Acts::VectorHelpers::eta(track.momentum());
+    monitor.phi = Acts::VectorHelpers::phi(track.momentum());
+    monitor.pT = Acts::VectorHelpers::perp(track.momentum());
 
     // cuts on optional cuts
     for (const auto& cutFunction : optionals.cuts) {
@@ -106,6 +110,8 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
     if (score == 0) {
       iTrack++;
       trackScore.push_back(score);
+      monitor.setZero();
+      scoreMonitor.push_back(monitor);
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
@@ -135,6 +141,8 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
     if (score == 0) {
       iTrack++;
       trackScore.push_back(score);
+      monitor.setZero();
+      scoreMonitor.push_back(monitor);
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
@@ -153,14 +161,19 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
       const auto& trackFeatures = trackFeaturesVector[detectorId];
 
       score += trackFeatures.nHits * detector.hitsScoreWeight;
+      monitor.detectorHitScore.push_back(trackFeatures.nHits * detector.hitsScoreWeight);
       score += trackFeatures.nHoles * detector.holesScoreWeight;
+      monitor.detectorHoleScore.push_back(trackFeatures.nHoles * detector.holesScoreWeight);
       score += trackFeatures.nOutliers * detector.outliersScoreWeight;
+      monitor.detectorOutlierScore.push_back(trackFeatures.nOutliers * detector.outliersScoreWeight);
       score += trackFeatures.nSharedHits * detector.otherScoreWeight;
+      monitor.detectorOtherScore.push_back(trackFeatures.nSharedHits * detector.otherScoreWeight);
     }
 
     // Adding scores based on optional weights
     for (const auto& weightFunction : optionals.weights) {
       weightFunction(track, score);
+      monitor.optionalScore.push_back(score);
     }
 
     // Adding the score based on the chi2/ndf
@@ -168,11 +181,15 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
       double p = 1. / std::log10(10. + 10. * track.chi2() / track.nDoF());
       if (p > 0) {
         score += p;
+        monitor.chi2Score = p;
       } else {
         score -= 50;
+        monitor.chi2Score = -50;
       }
     }
 
+    monitor.totalScore = score;
+
     iTrack++;
 
     // Add the score to the vector
@@ -181,6 +198,8 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
 
   }  // end of loop over tracks
 
+  m_scoreMonitor = std::move(scoreMonitor);
+
   return trackScore;
 }
 
@@ -211,6 +230,12 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     ScoreMonitor monitor;
     auto pT = Acts::VectorHelpers::perp(track.momentum());
     auto eta = Acts::VectorHelpers::eta(track.momentum());
+    auto phi = Acts::VectorHelpers::phi(track.momentum());
+
+    monitor.pT = pT;
+    monitor.eta = eta;
+    monitor.phi = phi;
+
 
     // cuts on optional cuts
     for (const auto& cutFunction : optionals.cuts) {
@@ -290,7 +315,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
                                  << " hits: " << detector.factorHits[nHits]
                                  << "  New score now: " << score);
 
-      monitor.detectorHitScore.push_back(score);
+      monitor.detectorHitScore.push_back(detector.factorHits[nHits]);
       // choosing a scaling factor based on the number of holes in a track per
       // detector.
       std::size_t iHoles = trackFeatures.nHoles;
@@ -300,7 +325,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
       }
       score = score * detector.factorHoles[iHoles];
 
-      monitor.detectorHoleScore.push_back(score);
+      monitor.detectorHoleScore.push_back(detector.factorHoles[iHoles]);
 
       ACTS_DEBUG("Modifier for " << iHoles
                                  << " holes: " << detector.factorHoles[iHoles]
@@ -318,7 +343,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
       double fac = 1. / std::log10(10. + 10. * chi2 / indf);
       score = score * fac;
 
-      monitor.chi2Score = score;
+      monitor.chi2Score = fac;
 
       ACTS_DEBUG("Modifier for chi2 = " << chi2 << " and NDF = " << indf
                                         << " is : " << fac
diff --git a/Plugins/Root/src/AmbiScoreMonitor.cpp b/Plugins/Root/src/AmbiScoreMonitor.cpp
index 4ad808bf57e..22505d5958e 100644
--- a/Plugins/Root/src/AmbiScoreMonitor.cpp
+++ b/Plugins/Root/src/AmbiScoreMonitor.cpp
@@ -2,14 +2,16 @@
 #include "Acts/Plugins/Root/AmbiScoreMonitor.hpp"
 
 #include "Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp"
+
 #include <TFile.h>
 #include <TTree.h>
 
 void Acts::saveScoreMonitor(
-    const std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>& scoreMonitor,
+    const std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>&
+        scoreMonitor,
     const std::string& monitorFilePath) {
   // Open ROOT file for writing
-  TFile* file = TFile::Open(monitorFilePath.c_str(), "RECREATE");
+  TFile* file = TFile::Open(monitorFilePath.c_str(), "UPDATE");
   if (!file || file->IsZombie()) {
     throw std::runtime_error("Could not create ROOT file: " + monitorFilePath);
   }
@@ -18,17 +20,25 @@ void Acts::saveScoreMonitor(
   TTree* tree = new TTree("ScoreMonitorTree", "Score Monitor Data");
 
   // Variables for branches
-  std::size_t ptScore;
-  std::size_t chi2Score;
-  std::size_t totalScore;
+  double pT = 0.0;
+  double eta = 0.0;
+  double phi = 0.0;
+
+  double ptScore = 0;
+  std::vector<double> detectorHitScore;
+  std::vector<double> detectorHoleScore;
+  std::vector<double> detectorOutlierScore;
+  std::vector<double> detectorOtherScore;
+  double chi2Score = 0;
+
+  std::vector<double> optionalScore;
 
-  std::vector<std::size_t> detectorHitScore;
-  std::vector<std::size_t> detectorHoleScore;
-  std::vector<std::size_t> detectorOutlierScore;
-  std::vector<std::size_t> detectorOtherScore;
-  std::vector<std::size_t> optionalScore;
+  double totalScore = 0;
 
   // Create branches
+  tree->Branch("pT", &pT);
+  tree->Branch("eta", &eta);
+  tree->Branch("phi", &phi);
   tree->Branch("ptScore", &ptScore);
   tree->Branch("chi2Score", &chi2Score);
   tree->Branch("totalScore", &totalScore);
@@ -41,6 +51,11 @@ void Acts::saveScoreMonitor(
 
   // Fill the tree
   for (const auto& monitor : scoreMonitor) {
+
+    pT = monitor.pT;
+    eta = monitor.eta;
+    phi = monitor.phi;
+
     ptScore = monitor.ptScore;
     chi2Score = monitor.chi2Score;
     totalScore = monitor.totalScore;

From 763445ea9cd97f833c41a8393e2917aa4672b092 Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Thu, 21 Aug 2025 11:04:19 +0200
Subject: [PATCH 11/56] perf: Cleanup and optimize strip triplet formation in
 `Seeding2` (#4564)

- cleanup
  - `SortedInCotTheta` vs `SortedByCotTheta`
  - `const` consistency
  - `2.` vs `2`
- perf
  - this version achieves similar (within measurement error of about ~1%) performance as the original ACTS code
  - it seems to me that the performance depends on auto vectorization which appears to be very fragile
---
 Core/src/Seeding2/BroadTripletSeedFilter.cpp |  10 +-
 Core/src/Seeding2/TripletSeedFinder.cpp      | 119 +++++++++++--------
 2 files changed, 72 insertions(+), 57 deletions(-)

diff --git a/Core/src/Seeding2/BroadTripletSeedFilter.cpp b/Core/src/Seeding2/BroadTripletSeedFilter.cpp
index 357f8d26d20..d1e4df26a82 100644
--- a/Core/src/Seeding2/BroadTripletSeedFilter.cpp
+++ b/Core/src/Seeding2/BroadTripletSeedFilter.cpp
@@ -178,24 +178,24 @@ void BroadTripletSeedFilter::filterTripletTopCandidates(
     for (std::size_t variableCompTopIndex = beginCompTopIndex;
          variableCompTopIndex < cache().topSpIndexVec.size();
          variableCompTopIndex++) {
-      std::size_t compatibletopSpIndex =
+      std::size_t compatibleTopSpIndex =
           cache().topSpIndexVec[variableCompTopIndex];
-      if (compatibletopSpIndex == topSpIndex) {
+      if (compatibleTopSpIndex == topSpIndex) {
         continue;
       }
       auto otherSpT = spacePoints[tripletTopCandidates
-                                      .topSpacePoints()[compatibletopSpIndex]];
+                                      .topSpacePoints()[compatibleTopSpIndex]];
 
       float otherTopR = getTopR(otherSpT);
 
       // curvature difference within limits?
-      if (tripletTopCandidates.curvatures()[compatibletopSpIndex] <
+      if (tripletTopCandidates.curvatures()[compatibleTopSpIndex] <
           lowerLimitCurv) {
         // the SPs are sorted in curvature so we skip unnecessary iterations
         beginCompTopIndex = variableCompTopIndex + 1;
         continue;
       }
-      if (tripletTopCandidates.curvatures()[compatibletopSpIndex] >
+      if (tripletTopCandidates.curvatures()[compatibleTopSpIndex] >
           upperLimitCurv) {
         // the SPs are sorted in curvature so we skip unnecessary iterations
         break;
diff --git a/Core/src/Seeding2/TripletSeedFinder.cpp b/Core/src/Seeding2/TripletSeedFinder.cpp
index 1220b97776a..632a7914db9 100644
--- a/Core/src/Seeding2/TripletSeedFinder.cpp
+++ b/Core/src/Seeding2/TripletSeedFinder.cpp
@@ -25,48 +25,63 @@ namespace {
 /// Check the compatibility of strip space point coordinates in xyz assuming
 /// the Bottom-Middle direction with the strip measurement details
 bool stripCoordinateCheck(float tolerance, const ConstSpacePointProxy2& sp,
-                          const Eigen::Vector3f& spacePointPosition,
-                          Eigen::Vector3f& outputCoordinates) {
+                          const std::array<float, 3>& spacePointPosition,
+                          std::array<float, 3>& outputCoordinates) {
   const Eigen::Vector3f& topStripVector = sp.topStripVector();
   const Eigen::Vector3f& bottomStripVector = sp.bottomStripVector();
   const Eigen::Vector3f& stripCenterDistance = sp.stripCenterDistance();
 
-  // cross product between top strip vector and spacepointPosition
-  Eigen::Vector3f d1 = topStripVector.cross(spacePointPosition);
+  // cross product between top strip vector and spacePointPosition
+  std::array<float, 3> d1 = {topStripVector[1] * spacePointPosition[2] -
+                                 topStripVector[2] * spacePointPosition[1],
+                             topStripVector[2] * spacePointPosition[0] -
+                                 topStripVector[0] * spacePointPosition[2],
+                             topStripVector[0] * spacePointPosition[1] -
+                                 topStripVector[1] * spacePointPosition[0]};
 
   // scalar product between bottom strip vector and d1
-  float bd1 = bottomStripVector.dot(d1);
+  float bd1 = bottomStripVector[0] * d1[0] + bottomStripVector[1] * d1[1] +
+              bottomStripVector[2] * d1[2];
 
   // compatibility check using distance between strips to evaluate if
   // spacepointPosition is inside the bottom detector element
-  float s1 = stripCenterDistance.dot(d1);
+  float s1 = stripCenterDistance[0] * d1[0] + stripCenterDistance[1] * d1[1] +
+             stripCenterDistance[2] * d1[2];
   if (std::abs(s1) > std::abs(bd1) * tolerance) {
     return false;
   }
 
-  // cross product between bottom strip vector and spacepointPosition
-  Eigen::Vector3f d0 = bottomStripVector.cross(spacePointPosition);
+  // cross product between bottom strip vector and spacePointPosition
+  std::array<float, 3> d0 = {bottomStripVector[1] * spacePointPosition[2] -
+                                 bottomStripVector[2] * spacePointPosition[1],
+                             bottomStripVector[2] * spacePointPosition[0] -
+                                 bottomStripVector[0] * spacePointPosition[2],
+                             bottomStripVector[0] * spacePointPosition[1] -
+                                 bottomStripVector[1] * spacePointPosition[0]};
 
   // compatibility check using distance between strips to evaluate if
-  // spacepointPosition is inside the top detector element
-  float s0 = stripCenterDistance.dot(d0);
+  // spacePointPosition is inside the top detector element
+  float s0 = stripCenterDistance[0] * d0[0] + stripCenterDistance[1] * d0[1] +
+             stripCenterDistance[2] * d0[2];
   if (std::abs(s0) > std::abs(bd1) * tolerance) {
     return false;
   }
 
-  // if arrive here spacepointPosition is compatible with strip directions and
+  // if arrive here spacePointPosition is compatible with strip directions and
   // detector elements
 
   const Eigen::Vector3f& topStripCenter = sp.topStripCenter();
 
-  // spacepointPosition corrected with respect to the top strip position and
+  // spacePointPosition corrected with respect to the top strip position and
   // direction and the distance between the strips
   s0 = s0 / bd1;
-  outputCoordinates = topStripCenter + topStripVector * s0;
+  outputCoordinates[0] = topStripCenter[0] + topStripVector[0] * s0;
+  outputCoordinates[1] = topStripCenter[1] + topStripVector[1] * s0;
+  outputCoordinates[2] = topStripCenter[2] + topStripVector[2] * s0;
   return true;
 }
 
-template <bool useStripInfo, bool sortedInCotTheta>
+template <bool useStripInfo, bool sortedByCotTheta>
 class Impl final : public TripletSeedFinder {
  public:
   explicit Impl(const DerivedConfig& config) : m_cfg(config) {}
@@ -82,6 +97,10 @@ class Impl final : public TripletSeedFinder {
     const float varianceZM = spM.varianceZ();
     const float varianceRM = spM.varianceR();
 
+    // Reserve enough space, in case current capacity is too little
+    tripletTopCandidates.reserve(tripletTopCandidates.size() +
+                                 topDoublets.size());
+
     float cotThetaB = bottomDoublet.cotTheta();
     float erB = bottomDoublet.er();
     float iDeltaRB = bottomDoublet.iDeltaR();
@@ -90,6 +109,7 @@ class Impl final : public TripletSeedFinder {
 
     // 1+(cot^2(theta)) = 1/sin^2(theta)
     float iSinTheta2 = 1 + cotThetaB * cotThetaB;
+    float sigmaSquaredPtDependent = iSinTheta2 * m_cfg.sigmapT2perRadius;
     // calculate max scattering for min momentum at the seed's theta angle
     // scaling scatteringAngle^2 by sin^2(theta) to convert pT^2 to p^2
     // accurate would be taking 1/atan(thetaBottom)-1/atan(thetaTop) <
@@ -101,10 +121,6 @@ class Impl final : public TripletSeedFinder {
     // eta=infinity: ~8.5%
     float scatteringInRegion2 = m_cfg.multipleScattering2 * iSinTheta2;
 
-    // Reserve enough space, in case current capacity is too little
-    tripletTopCandidates.reserve(tripletTopCandidates.size() +
-                                 topDoublets.size());
-
     std::size_t topDoubletOffset = 0;
     for (auto [topDoublet, topDoubletIndex] :
          zip(topDoublets, std::ranges::iota_view<std::size_t, std::size_t>(
@@ -138,7 +154,7 @@ class Impl final : public TripletSeedFinder {
       // allows just adding the two errors if they are uncorrelated (which is
       // fair for scattering and measurement uncertainties)
       if (deltaCotTheta2 > error2 + scatteringInRegion2) {
-        if constexpr (sortedInCotTheta) {
+        if constexpr (sortedByCotTheta) {
           // skip top SPs based on cotTheta sorting when producing triplets
           // break if cotTheta from bottom SP < cotTheta from top SP because
           // the SP are sorted by cotTheta
@@ -172,7 +188,6 @@ class Impl final : public TripletSeedFinder {
       // the two seed segments using a scattering term scaled by the actual
       // measured pT (p2scatterSigma)
       float iHelixDiameter2 = B2 / S2;
-      float sigmaSquaredPtDependent = iSinTheta2 * m_cfg.sigmapT2perRadius;
       // convert p(T) to p scaling by sin^2(theta) AND scale by 1/sin^4(theta)
       // from rad to deltaCotTheta
       float p2scatterSigma = iHelixDiameter2 * sigmaSquaredPtDependent;
@@ -182,7 +197,7 @@ class Impl final : public TripletSeedFinder {
         // To avoid 0-divison the pT check is skipped in case of B2==0, and
         // p2scatterSigma is calculated directly from maxPtScattering
         if (B2 == 0 || m_cfg.pTPerHelixRadius * std::sqrt(S2 / B2) >
-                           2. * m_cfg.maxPtScattering) {
+                           2 * m_cfg.maxPtScattering) {
           float pTscatterSigma =
               (m_cfg.highland / m_cfg.maxPtScattering) * m_cfg.sigmaScattering;
           p2scatterSigma = pTscatterSigma * pTscatterSigma * iSinTheta2;
@@ -191,7 +206,7 @@ class Impl final : public TripletSeedFinder {
 
       // if deltaTheta larger than allowed scattering for calculated pT, skip
       if (deltaCotTheta2 > error2 + p2scatterSigma) {
-        if constexpr (sortedInCotTheta) {
+        if constexpr (sortedByCotTheta) {
           if (cotThetaB < cotThetaT) {
             break;
           }
@@ -213,7 +228,7 @@ class Impl final : public TripletSeedFinder {
       tripletTopCandidates.emplace_back(spT, B / std::sqrt(S2), im);
     }  // loop on tops
 
-    if constexpr (sortedInCotTheta) {
+    if constexpr (sortedByCotTheta) {
       // remove the top doublets that were skipped due to cotTheta sorting
       topDoublets = topDoublets.subrange(topDoubletOffset);
     }
@@ -222,21 +237,19 @@ class Impl final : public TripletSeedFinder {
   template <typename TopDoublets>
   void createStripTripletTopCandidates(
       const SpacePointContainer2& spacePoints, const ConstSpacePointProxy2& spM,
-      const DoubletsForMiddleSp::Proxy& bottomDoublet, TopDoublets& topDoublets,
+      const DoubletsForMiddleSp::Proxy& bottomDoublet,
+      const TopDoublets& topDoublets,
       TripletTopCandidates& tripletTopCandidates) const {
-    float rM = spM.zr()[1];
-    float cosPhiM = spM.xy()[0] / rM;
-    float sinPhiM = spM.xy()[1] / rM;
-    float varianceZM = spM.varianceZ();
-    float varianceRM = spM.varianceR();
+    const float rM = spM.zr()[1];
+    const float cosPhiM = spM.xy()[0] / rM;
+    const float sinPhiM = spM.xy()[1] / rM;
+    const float varianceZM = spM.varianceZ();
+    const float varianceRM = spM.varianceR();
 
     // Reserve enough space, in case current capacity is too little
     tripletTopCandidates.reserve(tripletTopCandidates.size() +
                                  topDoublets.size());
 
-    const ConstSpacePointProxy2 spB =
-        spacePoints[bottomDoublet.spacePointIndex()];
-
     float cotThetaB = bottomDoublet.cotTheta();
     float erB = bottomDoublet.er();
     float iDeltaRB = bottomDoublet.iDeltaR();
@@ -245,6 +258,7 @@ class Impl final : public TripletSeedFinder {
 
     // 1+(cot^2(theta)) = 1/sin^2(theta)
     float iSinTheta2 = 1 + cotThetaB * cotThetaB;
+    float sigmaSquaredPtDependent = iSinTheta2 * m_cfg.sigmapT2perRadius;
     // calculate max scattering for min momentum at the seed's theta angle
     // scaling scatteringAngle^2 by sin^2(theta) to convert pT^2 to p^2
     // accurate would be taking 1/atan(thetaBottom)-1/atan(thetaTop) <
@@ -261,12 +275,10 @@ class Impl final : public TripletSeedFinder {
 
     // coordinate transformation and checks for middle spacepoint
     // x and y terms for the rotation from UV to XY plane
-    Eigen::Vector2f rotationTermsUVtoXY = {cosPhiM * sinTheta,
-                                           sinPhiM * sinTheta};
+    std::array<float, 2> rotationTermsUVtoXY = {cosPhiM * sinTheta,
+                                                sinPhiM * sinTheta};
 
     for (auto topDoublet : topDoublets) {
-      const ConstSpacePointProxy2 spT =
-          spacePoints[topDoublet.spacePointIndex()];
       // protects against division by 0
       float dU = topDoublet.u() - Ub;
       if (dU == 0) {
@@ -280,12 +292,12 @@ class Impl final : public TripletSeedFinder {
 
       // position of Middle SP converted from UV to XY assuming cotTheta
       // evaluated from the Bottom and Middle SPs double
-      Eigen::Vector3f positionMiddle = {
+      std::array<float, 3> positionMiddle = {
           rotationTermsUVtoXY[0] - rotationTermsUVtoXY[1] * A0,
           rotationTermsUVtoXY[0] * A0 + rotationTermsUVtoXY[1],
           zPositionMiddle};
 
-      Eigen::Vector3f rMTransf;
+      std::array<float, 3> rMTransf{};
       if (!stripCoordinateCheck(m_cfg.toleranceParam, spM, positionMiddle,
                                 rMTransf)) {
         continue;
@@ -295,12 +307,14 @@ class Impl final : public TripletSeedFinder {
       float B0 = 2 * (Vb - A0 * Ub);
       float Cb = 1 - B0 * bottomDoublet.y();
       float Sb = A0 + B0 * bottomDoublet.x();
-      Eigen::Vector3f positionBottom = {
+      std::array<float, 3> positionBottom = {
           rotationTermsUVtoXY[0] * Cb - rotationTermsUVtoXY[1] * Sb,
           rotationTermsUVtoXY[0] * Sb + rotationTermsUVtoXY[1] * Cb,
           zPositionMiddle};
 
-      Eigen::Vector3f rBTransf;
+      const ConstSpacePointProxy2 spB =
+          spacePoints[bottomDoublet.spacePointIndex()];
+      std::array<float, 3> rBTransf{};
       if (!stripCoordinateCheck(m_cfg.toleranceParam, spB, positionBottom,
                                 rBTransf)) {
         continue;
@@ -309,12 +323,14 @@ class Impl final : public TripletSeedFinder {
       // coordinate transformation and checks for top spacepoint
       float Ct = 1 - B0 * topDoublet.y();
       float St = A0 + B0 * topDoublet.x();
-      Eigen::Vector3f positionTop = {
+      std::array<float, 3> positionTop = {
           rotationTermsUVtoXY[0] * Ct - rotationTermsUVtoXY[1] * St,
           rotationTermsUVtoXY[0] * St + rotationTermsUVtoXY[1] * Ct,
           zPositionMiddle};
 
-      Eigen::Vector3f rTTransf;
+      const ConstSpacePointProxy2 spT =
+          spacePoints[topDoublet.spacePointIndex()];
+      std::array<float, 3> rTTransf{};
       if (!stripCoordinateCheck(m_cfg.toleranceParam, spT, positionTop,
                                 rTTransf)) {
         continue;
@@ -393,7 +409,6 @@ class Impl final : public TripletSeedFinder {
       // the two seed segments using a scattering term scaled by the actual
       // measured pT (p2scatterSigma)
       float iHelixDiameter2 = B2 / S2;
-      float sigmaSquaredPtDependent = iSinTheta2 * m_cfg.sigmapT2perRadius;
       // convert p(T) to p scaling by sin^2(theta) AND scale by 1/sin^4(theta)
       // from rad to deltaCotTheta
       float p2scatterSigma = iHelixDiameter2 * sigmaSquaredPtDependent;
@@ -403,7 +418,7 @@ class Impl final : public TripletSeedFinder {
         // To avoid 0-divison the pT check is skipped in case of B2==0, and
         // p2scatterSigma is calculated directly from maxPtScattering
         if (B2 == 0 || m_cfg.pTPerHelixRadius * std::sqrt(S2 / B2) >
-                           2. * m_cfg.maxPtScattering) {
+                           2 * m_cfg.maxPtScattering) {
           float pTscatterSigma =
               (m_cfg.highland / m_cfg.maxPtScattering) * m_cfg.sigmaScattering;
           p2scatterSigma = pTscatterSigma * pTscatterSigma * iSinTheta2;
@@ -418,14 +433,14 @@ class Impl final : public TripletSeedFinder {
       // A and B allow calculation of impact params in U/V plane with linear
       // function
       // (in contrast to having to solve a quadratic function in x/y plane)
-      float Im = std::abs((A - B * rMxy) * rMxy);
-      if (Im > m_cfg.impactMax) {
+      float im = std::abs((A - B * rMxy) * rMxy);
+      if (im > m_cfg.impactMax) {
         continue;
       }
 
       // inverse diameter is signed depending on if the curvature is
       // positive/negative in phi
-      tripletTopCandidates.emplace_back(spT.index(), B / std::sqrt(S2), Im);
+      tripletTopCandidates.emplace_back(spT.index(), B / std::sqrt(S2), im);
     }  // loop on tops
   }
 
@@ -511,21 +526,21 @@ std::unique_ptr<TripletSeedFinder> TripletSeedFinder::create(
       boost::mp11::mp_list<std::bool_constant<false>, std::bool_constant<true>>;
 
   using UseStripInfoOptions = BooleanOptions;
-  using SortedInCotThetaOptions = BooleanOptions;
+  using SortedByCotThetaOptions = BooleanOptions;
 
   using TripletOptions =
       boost::mp11::mp_product<boost::mp11::mp_list, UseStripInfoOptions,
-                              SortedInCotThetaOptions>;
+                              SortedByCotThetaOptions>;
 
   std::unique_ptr<TripletSeedFinder> result;
   boost::mp11::mp_for_each<TripletOptions>([&](auto option) {
     using OptionType = decltype(option);
 
     using UseStripInfo = boost::mp11::mp_at_c<OptionType, 0>;
-    using SortedInCotTheta = boost::mp11::mp_at_c<OptionType, 1>;
+    using SortedByCotTheta = boost::mp11::mp_at_c<OptionType, 1>;
 
     if (config.useStripInfo != UseStripInfo::value ||
-        config.sortedByCotTheta != SortedInCotTheta::value) {
+        config.sortedByCotTheta != SortedByCotTheta::value) {
       return;  // skip if the configuration does not match
     }
 
@@ -538,7 +553,7 @@ std::unique_ptr<TripletSeedFinder> TripletSeedFinder::create(
 
     // create the implementation for the given configuration
     result =
-        std::make_unique<Impl<UseStripInfo::value, SortedInCotTheta::value>>(
+        std::make_unique<Impl<UseStripInfo::value, SortedByCotTheta::value>>(
             config);
   });
   if (result == nullptr) {

From 7c139a7654ff44feabe82774c52c1f28e7b6c706 Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Thu, 21 Aug 2025 14:43:17 +0200
Subject: [PATCH 12/56] added detectorNames

---
 .../ScoreBasedAmbiguityResolutionAlgorithm.cpp  | 17 +++++++++++++++--
 .../Json/AmbiguityConfigJsonConverter.hpp       |  3 ++-
 .../Json/src/AmbiguityConfigJsonConverter.cpp   |  9 +++++++++
 .../Acts/Plugins/Root/AmbiScoreMonitor.hpp      |  5 +++--
 Plugins/Root/src/AmbiScoreMonitor.cpp           |  7 +++++--
 5 files changed, 34 insertions(+), 7 deletions(-)

diff --git a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
index 04d04674731..8eff13df3f1 100644
--- a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
+++ b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
@@ -127,9 +127,22 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
     destProxy.tipIndex() = srcProxy.tipIndex();
   }
 
-  std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> scoreMonitor = m_ambi.getScoreMonitor();
+  // Save the score monitor data to a ROOT file
+  nlohmann::json json_file;
+  std::ifstream file(m_cfg.configFile);
+  if (!file.is_open()) {
+    std::cerr << "Error opening file: " << m_cfg.configFile << std::endl;
+    return {};
+  }
+  file >> json_file;
+  file.close();
+  auto prtDetectorNames = std::make_unique<std::vector<std::string>>();
+  Acts::from_json(json_file, prtDetectorNames.get());
+
+  std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> scoreMonitor =
+      m_ambi.getScoreMonitor();
   if (!scoreMonitor.empty()) {
-    Acts::saveScoreMonitor(scoreMonitor, m_cfg.monitorFile);
+    Acts::saveScoreMonitor(scoreMonitor, m_cfg.monitorFile, *prtDetectorNames);
   } else {
     ACTS_ERROR("No score monitor data available to save.");
   }
diff --git a/Plugins/Json/include/Acts/Plugins/Json/AmbiguityConfigJsonConverter.hpp b/Plugins/Json/include/Acts/Plugins/Json/AmbiguityConfigJsonConverter.hpp
index 7fd7a4f75e9..d86d8c4a7c5 100644
--- a/Plugins/Json/include/Acts/Plugins/Json/AmbiguityConfigJsonConverter.hpp
+++ b/Plugins/Json/include/Acts/Plugins/Json/AmbiguityConfigJsonConverter.hpp
@@ -24,5 +24,6 @@ using ConfigPair =
 /// This function is used to convert the ScoreBasedAmbiguityResolutionCongig
 /// from JSON to C++
 void from_json(const nlohmann::json& j, ConfigPair& p);
-
+void from_json(const nlohmann::json& j,
+               std::vector<std::string>* detectorNames);
 }  // namespace Acts
diff --git a/Plugins/Json/src/AmbiguityConfigJsonConverter.cpp b/Plugins/Json/src/AmbiguityConfigJsonConverter.cpp
index 489d2f713b5..b0b0407f871 100644
--- a/Plugins/Json/src/AmbiguityConfigJsonConverter.cpp
+++ b/Plugins/Json/src/AmbiguityConfigJsonConverter.cpp
@@ -113,4 +113,13 @@ void from_json(const nlohmann::json& j, ConfigPair& p) {
   p = std::make_pair(volumeMap, detectorConfigs);
 }
 
+void from_json(const nlohmann::json& j,
+               std::vector<std::string>* detectorNames) {
+  if (detectorNames) {
+    for (auto& [key, value] : j.items()) {
+      detectorNames->push_back(value["name"]);
+    }
+  }
+}
+
 }  // namespace Acts
diff --git a/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
index d9294627f21..7a4336c5588 100644
--- a/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
+++ b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
@@ -12,6 +12,7 @@ namespace Acts {
 void saveScoreMonitor(
     const std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>&
         scoreMonitor,
-    const std::string& monitorFile);
+    const std::string& monitorFile,
+    const std::vector<std::string>& detectorNames = {} );
 
-}
\ No newline at end of file
+}
diff --git a/Plugins/Root/src/AmbiScoreMonitor.cpp b/Plugins/Root/src/AmbiScoreMonitor.cpp
index 22505d5958e..c6edd17ade9 100644
--- a/Plugins/Root/src/AmbiScoreMonitor.cpp
+++ b/Plugins/Root/src/AmbiScoreMonitor.cpp
@@ -9,7 +9,8 @@
 void Acts::saveScoreMonitor(
     const std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>&
         scoreMonitor,
-    const std::string& monitorFilePath) {
+    const std::string& monitorFilePath,
+    const std::vector<std::string>& detectorNames) {
   // Open ROOT file for writing
   TFile* file = TFile::Open(monitorFilePath.c_str(), "UPDATE");
   if (!file || file->IsZombie()) {
@@ -32,6 +33,7 @@ void Acts::saveScoreMonitor(
   double chi2Score = 0;
 
   std::vector<double> optionalScore;
+  std::vector<std::string> detectorNamesroot(detectorNames);
 
   double totalScore = 0;
 
@@ -48,10 +50,10 @@ void Acts::saveScoreMonitor(
   tree->Branch("detectorOutlierScore", &detectorOutlierScore);
   tree->Branch("detectorOtherScore", &detectorOtherScore);
   tree->Branch("optionalScore", &optionalScore);
+  tree->Branch("detectorNames", &detectorNamesroot);
 
   // Fill the tree
   for (const auto& monitor : scoreMonitor) {
-
     pT = monitor.pT;
     eta = monitor.eta;
     phi = monitor.phi;
@@ -65,6 +67,7 @@ void Acts::saveScoreMonitor(
     detectorOutlierScore = monitor.detectorOutlierScore;
     detectorOtherScore = monitor.detectorOtherScore;
     optionalScore = monitor.optionalScore;
+    detectorNamesroot = detectorNames;
 
     tree->Fill();
   }

From f4de92936fbcc7f4e2bee42cff9044a9a968c348 Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Thu, 21 Aug 2025 15:14:50 +0200
Subject: [PATCH 13/56] clang format

---
 .../ScoreBasedAmbiguityResolution.ipp               | 13 ++++++++-----
 .../ScoreBasedAmbiguityResolution.cpp               |  4 ++--
 .../include/Acts/Plugins/Root/AmbiScoreMonitor.hpp  |  8 +++++++-
 Plugins/Root/src/AmbiScoreMonitor.cpp               |  7 +++++++
 4 files changed, 24 insertions(+), 8 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index 70696118115..56315b14d85 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -161,13 +161,17 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
       const auto& trackFeatures = trackFeaturesVector[detectorId];
 
       score += trackFeatures.nHits * detector.hitsScoreWeight;
-      monitor.detectorHitScore.push_back(trackFeatures.nHits * detector.hitsScoreWeight);
+      monitor.detectorHitScore.push_back(trackFeatures.nHits *
+                                         detector.hitsScoreWeight);
       score += trackFeatures.nHoles * detector.holesScoreWeight;
-      monitor.detectorHoleScore.push_back(trackFeatures.nHoles * detector.holesScoreWeight);
+      monitor.detectorHoleScore.push_back(trackFeatures.nHoles *
+                                          detector.holesScoreWeight);
       score += trackFeatures.nOutliers * detector.outliersScoreWeight;
-      monitor.detectorOutlierScore.push_back(trackFeatures.nOutliers * detector.outliersScoreWeight);
+      monitor.detectorOutlierScore.push_back(trackFeatures.nOutliers *
+                                             detector.outliersScoreWeight);
       score += trackFeatures.nSharedHits * detector.otherScoreWeight;
-      monitor.detectorOtherScore.push_back(trackFeatures.nSharedHits * detector.otherScoreWeight);
+      monitor.detectorOtherScore.push_back(trackFeatures.nSharedHits *
+                                           detector.otherScoreWeight);
     }
 
     // Adding scores based on optional weights
@@ -236,7 +240,6 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     monitor.eta = eta;
     monitor.phi = phi;
 
-
     // cuts on optional cuts
     for (const auto& cutFunction : optionals.cuts) {
       if (cutFunction(track)) {
diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index 4d7feb9aee4..e7875e50199 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -8,7 +8,6 @@
 
 #include "Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp"
 
-
 bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
     const DetectorConfig& detector, const TrackFeatures& trackFeatures,
     const double& eta) const {
@@ -25,6 +24,7 @@ bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
           trackFeatures.nSharedHits > detector.maxSharedHitsPerEta[etaBin]);
 }
 
-std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> Acts::ScoreBasedAmbiguityResolution::getScoreMonitor() const {
+std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>
+Acts::ScoreBasedAmbiguityResolution::getScoreMonitor() const {
   return m_scoreMonitor;
 }
\ No newline at end of file
diff --git a/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
index 7a4336c5588..8e3babbf6ba 100644
--- a/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
+++ b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
@@ -1,4 +1,10 @@
-
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
 #pragma once
 
diff --git a/Plugins/Root/src/AmbiScoreMonitor.cpp b/Plugins/Root/src/AmbiScoreMonitor.cpp
index c6edd17ade9..0dc4a3cb1cd 100644
--- a/Plugins/Root/src/AmbiScoreMonitor.cpp
+++ b/Plugins/Root/src/AmbiScoreMonitor.cpp
@@ -1,3 +1,10 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
 #include "Acts/Plugins/Root/AmbiScoreMonitor.hpp"
 

From 3b9a74b5ae3590a446c96f490a12442f29afcb5b Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Thu, 21 Aug 2025 15:37:47 +0200
Subject: [PATCH 14/56] minor stuff clang format

---
 .../AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp   | 2 +-
 Examples/Python/src/AmbiguityResolution.cpp                 | 6 +++---
 Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp | 2 +-
 3 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index e7875e50199..da8575ce473 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -27,4 +27,4 @@ bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
 std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>
 Acts::ScoreBasedAmbiguityResolution::getScoreMonitor() const {
   return m_scoreMonitor;
-}
\ No newline at end of file
+}
diff --git a/Examples/Python/src/AmbiguityResolution.cpp b/Examples/Python/src/AmbiguityResolution.cpp
index 81876489727..3cc658a5230 100644
--- a/Examples/Python/src/AmbiguityResolution.cpp
+++ b/Examples/Python/src/AmbiguityResolution.cpp
@@ -32,9 +32,9 @@ void addAmbiguityResolution(Context& ctx) {
 
   ACTS_PYTHON_DECLARE_ALGORITHM(
       ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm, mex,
-      "ScoreBasedAmbiguityResolutionAlgorithm", inputTracks, configFile, monitorFile,
-      outputTracks, minScore, minScoreSharedTracks, maxShared, minUnshared,
-      maxSharedTracksPerMeasurement, useAmbiguityScoring);
+      "ScoreBasedAmbiguityResolutionAlgorithm", inputTracks, configFile,
+      monitorFile, outputTracks, minScore, minScoreSharedTracks, maxShared,
+      minUnshared, maxSharedTracksPerMeasurement, useAmbiguityScoring);
 }
 
 }  // namespace Acts::Python
diff --git a/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
index 8e3babbf6ba..379f8340714 100644
--- a/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
+++ b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
@@ -19,6 +19,6 @@ void saveScoreMonitor(
     const std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>&
         scoreMonitor,
     const std::string& monitorFile,
-    const std::vector<std::string>& detectorNames = {} );
+    const std::vector<std::string>& detectorNames = {});
 
 }

From 809d9fd012d67155bf121f58b4cf0841a9ccf437 Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Thu, 21 Aug 2025 17:22:39 +0100
Subject: [PATCH 15/56] feat: Add out stream operator to SurfaceType (#4567)

---
 Core/include/Acts/Surfaces/Surface.hpp | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/Core/include/Acts/Surfaces/Surface.hpp b/Core/include/Acts/Surfaces/Surface.hpp
index e321847200d..0364eb42838 100644
--- a/Core/include/Acts/Surfaces/Surface.hpp
+++ b/Core/include/Acts/Surfaces/Surface.hpp
@@ -69,6 +69,10 @@ class Surface : public virtual GeometryObject,
     Other = 7
   };
 
+  friend std::ostream& operator<<(std::ostream& os, SurfaceType type) {
+    return os << s_surfaceTypeNames[static_cast<std::size_t>(type)];
+  }
+
   /// Helper strings for screen output
   static std::array<std::string, SurfaceType::Other> s_surfaceTypeNames;
 

From f12e7a8ccb2da08aa44bacc5cd4b63dcac69ab9d Mon Sep 17 00:00:00 2001
From: Benjamin Huth <37871400+benjaminhuth@users.noreply.github.com>
Date: Thu, 21 Aug 2025 20:14:31 +0200
Subject: [PATCH 16/56] chore: Rename ExaTrkX... to Gnn... (#4560)

Since time has envolved, ExaTrkX seems not the correct label anymore for the GNN pipeline implementation.
---
 .github/workflows/builds.yml                  |   2 +-
 .gitlab-ci.yml                                |  24 ++--
 CMakeLists.txt                                |  34 ++---
 CMakePresets.json                             |  30 ++---
 Examples/Algorithms/CMakeLists.txt            |   2 +-
 .../CMakeLists.txt                            |  13 +-
 .../PrototracksToParameters.hpp               |   0
 .../TrackFindingAlgorithmGnn.hpp}             |  14 +-
 .../TrackFindingFromPrototrackAlgorithm.hpp   |   0
 .../TrackFindingGnn}/TruthGraphBuilder.hpp    |   0
 .../src/PrototracksToParameters.cpp           |   2 +-
 .../src/TrackFindingAlgorithmGnn.cpp}         |  22 ++--
 .../TrackFindingFromPrototrackAlgorithm.cpp   |   2 +-
 .../src/TruthGraphBuilder.cpp                 |   2 +-
 .../src/createFeatures.cpp                    |   4 +-
 .../src/createFeatures.hpp                    |   4 +-
 Examples/Io/Csv/CMakeLists.txt                |   4 +-
 ...XGraphReader.hpp => CsvGnnGraphReader.hpp} |   6 +-
 ...XGraphWriter.hpp => CsvGnnGraphWriter.hpp} |   6 +-
 ...XGraphReader.cpp => CsvGnnGraphReader.cpp} |  13 +-
 ...XGraphWriter.cpp => CsvGnnGraphWriter.cpp} |  11 +-
 Examples/Python/CMakeLists.txt                |   8 +-
 .../Python/python/acts/examples/__init__.py   |   2 +-
 .../python/acts/examples/reconstruction.py    |  18 +--
 ...kXTrackFinding.cpp => GnnTrackFinding.cpp} | 124 +++++++++---------
 ...indingStub.cpp => GnnTrackFindingStub.cpp} |   2 +-
 Examples/Python/src/Input.cpp                 |   6 +-
 Examples/Python/src/ModuleEntry.cpp           |   4 +-
 Examples/Python/src/Output.cpp                |   6 +-
 Examples/Python/tests/helpers/__init__.py     |   8 +-
 Examples/Python/tests/root_file_hashes.txt    |   6 +-
 Examples/Python/tests/test_examples.py        |   8 +-
 Examples/Python/tests/test_misc.py            |   2 +-
 .../Scripts/Python/{exatrkx.py => gnn.py}     |  12 +-
 Examples/Scripts/Python/gnn4itk_example.py    |   2 +-
 Plugins/CMakeLists.txt                        |   2 +-
 Plugins/ExaTrkX/CMakeLists.txt                | 121 -----------------
 Plugins/Gnn/CMakeLists.txt                    | 103 +++++++++++++++
 Plugins/{ExaTrkX => Gnn}/README.md            |  18 +--
 .../Acts/Plugins/Gnn}/BoostTrackBuilding.hpp  |   2 +-
 .../Acts/Plugins/Gnn}/CudaTrackBuilding.hpp   |   2 +-
 .../include/Acts/Plugins/Gnn/GnnPipeline.hpp} |  16 +--
 .../Acts/Plugins/Gnn}/GraphStoreHook.hpp      |   4 +-
 .../Acts/Plugins/Gnn}/ModuleMapCuda.hpp       |   2 +-
 .../Acts/Plugins/Gnn}/OnnxEdgeClassifier.hpp  |   2 +-
 .../include/Acts/Plugins/Gnn}/Stages.hpp      |   2 +-
 .../include/Acts/Plugins/Gnn}/Tensor.hpp      |   0
 .../Plugins/Gnn}/TensorRTEdgeClassifier.hpp   |   2 +-
 .../Acts/Plugins/Gnn}/TorchEdgeClassifier.hpp |   2 +-
 .../Acts/Plugins/Gnn}/TorchMetricLearning.hpp |   2 +-
 .../Plugins/Gnn}/TruthGraphMetricsHook.hpp    |   6 +-
 .../Acts/Plugins/Gnn}/detail/CantorEdge.hpp   |   0
 .../Gnn}/detail/ConnectedComponents.cuh       |   4 +-
 .../Acts/Plugins/Gnn}/detail/CudaUtils.cuh    |   0
 .../Acts/Plugins/Gnn}/detail/CudaUtils.hpp    |   0
 .../Plugins/Gnn}/detail/JunctionRemoval.hpp   |   0
 .../Plugins/Gnn}/detail/ModuleMapUtils.cuh    |   0
 .../Gnn}/detail/TensorVectorConversion.hpp    |   2 +-
 .../Acts/Plugins/Gnn}/detail/Utils.hpp        |   0
 .../Acts/Plugins/Gnn}/detail/buildEdges.hpp   |   0
 .../src/BoostTrackBuilding.cpp                |   2 +-
 .../{ExaTrkX => Gnn}/src/CudaTrackBuilding.cu |  10 +-
 .../src/GnnPipeline.cpp}                      |  16 +--
 .../{ExaTrkX => Gnn}/src/GraphStoreHook.cpp   |   2 +-
 .../{ExaTrkX => Gnn}/src/JunctionRemoval.cu   |   6 +-
 Plugins/{ExaTrkX => Gnn}/src/ModuleMapCuda.cu |   8 +-
 .../src/OnnxEdgeClassifier.cpp                |   6 +-
 Plugins/{ExaTrkX => Gnn}/src/Tensor.cpp       |  16 +--
 Plugins/{ExaTrkX => Gnn}/src/Tensor.cu        |   4 +-
 .../src/TensorRTEdgeClassifier.cpp            |   4 +-
 .../src/TorchEdgeClassifier.cpp               |  12 +-
 .../src/TorchMetricLearning.cpp               |  12 +-
 .../src/TruthGraphMetricsHook.cpp             |   2 +-
 Plugins/{ExaTrkX => Gnn}/src/buildEdges.cpp   |  10 +-
 .../{ExaTrkX => Gnn}/src/printCudaMemInfo.hpp |   6 +-
 .../src/runSessionWithIoBinding.hpp           |   0
 Tests/UnitTests/Plugins/CMakeLists.txt        |   2 +-
 .../UnitTests/Plugins/ExaTrkX/CMakeLists.txt  |  14 --
 Tests/UnitTests/Plugins/Gnn/CMakeLists.txt    |  14 ++
 .../ConnectedComponentCudaTests.cu            |   2 +-
 .../GnnBoostTrackBuildingTests.cpp}           |   2 +-
 .../GnnEdgeBuildingTest.cpp}                  |   6 +-
 .../GnnMetricHookTests.cpp}                   |   2 +-
 .../GnnTensorConversionTests.cpp}             |   2 +-
 .../{ExaTrkX => Gnn}/JunctionRemovalTests.cu  |   4 +-
 .../Plugins/{ExaTrkX => Gnn}/TensorTests.cpp  |   6 +-
 cmake/ActsConfig.cmake.in                     |  12 +-
 docs/Doxyfile                                 |   4 +-
 .../pattern_recognition/track_finding.md      |   2 +-
 docs/getting_started.md                       |  20 +--
 docs/plugins/{exatrkx.md => gnn.md}           |  14 +-
 docs/plugins/plugins.rst                      |   2 +-
 thirdparty/README.md                          |   2 +-
 93 files changed, 447 insertions(+), 474 deletions(-)
 rename Examples/Algorithms/{TrackFindingExaTrkX => TrackFindingGnn}/CMakeLists.txt (54%)
 rename Examples/Algorithms/{TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX => TrackFindingGnn/include/ActsExamples/TrackFindingGnn}/PrototracksToParameters.hpp (100%)
 rename Examples/Algorithms/{TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/TrackFindingAlgorithmExaTrkX.hpp => TrackFindingGnn/include/ActsExamples/TrackFindingGnn/TrackFindingAlgorithmGnn.hpp} (92%)
 rename Examples/Algorithms/{TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX => TrackFindingGnn/include/ActsExamples/TrackFindingGnn}/TrackFindingFromPrototrackAlgorithm.hpp (100%)
 rename Examples/Algorithms/{TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX => TrackFindingGnn/include/ActsExamples/TrackFindingGnn}/TruthGraphBuilder.hpp (100%)
 rename Examples/Algorithms/{TrackFindingExaTrkX => TrackFindingGnn}/src/PrototracksToParameters.cpp (99%)
 rename Examples/Algorithms/{TrackFindingExaTrkX/src/TrackFindingAlgorithmExaTrkX.cpp => TrackFindingGnn/src/TrackFindingAlgorithmGnn.cpp} (93%)
 rename Examples/Algorithms/{TrackFindingExaTrkX => TrackFindingGnn}/src/TrackFindingFromPrototrackAlgorithm.cpp (99%)
 rename Examples/Algorithms/{TrackFindingExaTrkX => TrackFindingGnn}/src/TruthGraphBuilder.cpp (98%)
 rename Examples/Algorithms/{TrackFindingExaTrkX => TrackFindingGnn}/src/createFeatures.cpp (96%)
 rename Examples/Algorithms/{TrackFindingExaTrkX => TrackFindingGnn}/src/createFeatures.hpp (76%)
 rename Examples/Io/Csv/include/ActsExamples/Io/Csv/{CsvExaTrkXGraphReader.hpp => CsvGnnGraphReader.hpp} (89%)
 rename Examples/Io/Csv/include/ActsExamples/Io/Csv/{CsvExaTrkXGraphWriter.hpp => CsvGnnGraphWriter.hpp} (88%)
 rename Examples/Io/Csv/src/{CsvExaTrkXGraphReader.cpp => CsvGnnGraphReader.cpp} (80%)
 rename Examples/Io/Csv/src/{CsvExaTrkXGraphWriter.cpp => CsvGnnGraphWriter.cpp} (81%)
 rename Examples/Python/src/{ExaTrkXTrackFinding.cpp => GnnTrackFinding.cpp} (59%)
 rename Examples/Python/src/{ExaTrkXTrackFindingStub.cpp => GnnTrackFindingStub.cpp} (90%)
 rename Examples/Scripts/Python/{exatrkx.py => gnn.py} (90%)
 delete mode 100644 Plugins/ExaTrkX/CMakeLists.txt
 create mode 100644 Plugins/Gnn/CMakeLists.txt
 rename Plugins/{ExaTrkX => Gnn}/README.md (72%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/BoostTrackBuilding.hpp (95%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/CudaTrackBuilding.hpp (96%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX/ExaTrkXPipeline.hpp => Gnn/include/Acts/Plugins/Gnn/GnnPipeline.hpp} (84%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/GraphStoreHook.hpp (88%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/ModuleMapCuda.hpp (98%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/OnnxEdgeClassifier.hpp (96%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/Stages.hpp (98%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/Tensor.hpp (100%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/TensorRTEdgeClassifier.hpp (97%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/TorchEdgeClassifier.hpp (96%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/TorchMetricLearning.hpp (97%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/TruthGraphMetricsHook.hpp (84%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/detail/CantorEdge.hpp (100%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/detail/ConnectedComponents.cuh (98%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/detail/CudaUtils.cuh (100%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/detail/CudaUtils.hpp (100%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/detail/JunctionRemoval.hpp (100%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/detail/ModuleMapUtils.cuh (100%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/detail/TensorVectorConversion.hpp (98%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/detail/Utils.hpp (100%)
 rename Plugins/{ExaTrkX/include/Acts/Plugins/ExaTrkX => Gnn/include/Acts/Plugins/Gnn}/detail/buildEdges.hpp (100%)
 rename Plugins/{ExaTrkX => Gnn}/src/BoostTrackBuilding.cpp (98%)
 rename Plugins/{ExaTrkX => Gnn}/src/CudaTrackBuilding.cu (92%)
 rename Plugins/{ExaTrkX/src/ExaTrkXPipeline.cpp => Gnn/src/GnnPipeline.cpp} (89%)
 rename Plugins/{ExaTrkX => Gnn}/src/GraphStoreHook.cpp (96%)
 rename Plugins/{ExaTrkX => Gnn}/src/JunctionRemoval.cu (98%)
 rename Plugins/{ExaTrkX => Gnn}/src/ModuleMapCuda.cu (99%)
 rename Plugins/{ExaTrkX => Gnn}/src/OnnxEdgeClassifier.cpp (97%)
 rename Plugins/{ExaTrkX => Gnn}/src/Tensor.cpp (96%)
 rename Plugins/{ExaTrkX => Gnn}/src/Tensor.cu (96%)
 rename Plugins/{ExaTrkX => Gnn}/src/TensorRTEdgeClassifier.cpp (98%)
 rename Plugins/{ExaTrkX => Gnn}/src/TorchEdgeClassifier.cpp (96%)
 rename Plugins/{ExaTrkX => Gnn}/src/TorchMetricLearning.cpp (94%)
 rename Plugins/{ExaTrkX => Gnn}/src/TruthGraphMetricsHook.cpp (98%)
 rename Plugins/{ExaTrkX => Gnn}/src/buildEdges.cpp (97%)
 rename Plugins/{ExaTrkX => Gnn}/src/printCudaMemInfo.hpp (90%)
 rename Plugins/{ExaTrkX => Gnn}/src/runSessionWithIoBinding.hpp (100%)
 delete mode 100644 Tests/UnitTests/Plugins/ExaTrkX/CMakeLists.txt
 create mode 100644 Tests/UnitTests/Plugins/Gnn/CMakeLists.txt
 rename Tests/UnitTests/Plugins/{ExaTrkX => Gnn}/ConnectedComponentCudaTests.cu (99%)
 rename Tests/UnitTests/Plugins/{ExaTrkX/ExaTrkXBoostTrackBuildingTests.cpp => Gnn/GnnBoostTrackBuildingTests.cpp} (98%)
 rename Tests/UnitTests/Plugins/{ExaTrkX/ExaTrkXEdgeBuildingTest.cpp => Gnn/GnnEdgeBuildingTest.cpp} (97%)
 rename Tests/UnitTests/Plugins/{ExaTrkX/ExaTrkXMetricHookTests.cpp => Gnn/GnnMetricHookTests.cpp} (98%)
 rename Tests/UnitTests/Plugins/{ExaTrkX/ExaTrkXTensorConversionTests.cpp => Gnn/GnnTensorConversionTests.cpp} (97%)
 rename Tests/UnitTests/Plugins/{ExaTrkX => Gnn}/JunctionRemovalTests.cu (98%)
 rename Tests/UnitTests/Plugins/{ExaTrkX => Gnn}/TensorTests.cpp (98%)
 rename docs/plugins/{exatrkx.md => gnn.md} (72%)

diff --git a/.github/workflows/builds.yml b/.github/workflows/builds.yml
index faa74ba10cd..d70ffc5b3ee 100644
--- a/.github/workflows/builds.yml
+++ b/.github/workflows/builds.yml
@@ -158,7 +158,7 @@ jobs:
           source build/this_acts_withdeps.sh
           python3 -m pip install -r Examples/Python/tests/requirements.txt
           python3 -m pip install pytest-md-report
-          pytest -rfExw -k "not exatrkx" -v
+          pytest -rfExw -k "not gnn" -v
           cat ${PYTEST_MD_REPORT_OUTPUT} >> $GITHUB_STEP_SUMMARY
 
   linux_physmon:
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 2dc663a536d..81b6e496979 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -100,7 +100,7 @@ clang_tidy:
   after_script:
    - !reference [.spack_cleanup, after_script]
 
-build_exatrkx_cpu:
+build_gnn_cpu:
   stage: build
   image: registry.cern.ch/ghcr.io/acts-project/ubuntu2404_exatrkx:80
   tags:
@@ -126,9 +126,9 @@ build_exatrkx_cpu:
     # Here we only do a minimal build without examples to save resources
     - >
       cmake -B build -S src
-      --preset=gitlab-ci-exatrkx
-      -DACTS_EXATRKX_ENABLE_CUDA=OFF
-      -DACTS_EXATRKX_ENABLE_MODULEMAP=OFF
+      --preset=gitlab-ci-gnn
+      -DACTS_GNN_ENABLE_CUDA=OFF
+      -DACTS_GNN_ENABLE_MODULEMAP=OFF
 
     - ccache -z
     - cmake --build build -- -j6
@@ -137,7 +137,7 @@ build_exatrkx_cpu:
   after_script:
    - !reference [.spack_cleanup, after_script]
 
-build_exatrkx:
+build_gnn:
   stage: build
   image: registry.cern.ch/ghcr.io/acts-project/ubuntu2404_exatrkx:80
   tags:
@@ -170,7 +170,7 @@ build_exatrkx:
     - mkdir build
     - >
       cmake -B build -S src
-      --preset=gitlab-ci-exatrkx
+      --preset=gitlab-ci-gnn
 
     - ccache -z
     - cmake --build build -- -j6
@@ -179,10 +179,10 @@ build_exatrkx:
   after_script:
    - !reference [.spack_cleanup, after_script]
 
-test_exatrkx_unittests:
+test_gnn_unittests:
   stage: test
   needs:
-    - build_exatrkx
+    - build_gnn
   image: registry.cern.ch/ghcr.io/acts-project/ubuntu2404_exatrkx:80
   tags:
     - docker-gpu-nvidia
@@ -199,15 +199,15 @@ test_exatrkx_unittests:
       CI/dependencies/setup.sh -c g++ -e .env
       source .env
     - cd ..
-    - ctest --test-dir build -R "(ExaTrkX|ConnectedComponentsCuda|JunctionRemoval|Tensor)"
+    - ctest --test-dir build -R "(Gnn|ConnectedComponentsCuda|JunctionRemoval|Tensor)"
 
   after_script:
    - !reference [.spack_cleanup, after_script]
 
-test_exatrkx_python:
+test_gnn_python:
   stage: test
   needs:
-    - build_exatrkx
+    - build_gnn
   image: registry.cern.ch/ghcr.io/acts-project/ubuntu2404_exatrkx:80
   tags:
     - docker-gpu-nvidia
@@ -356,7 +356,7 @@ linux_test_examples:
     - source build/this_acts_withdeps.sh
     - cd src
     - python3 -m pip install -r Examples/Python/tests/requirements.txt
-    - pytest -rfExw -k "not exatrkx" -v
+    - pytest -rfExw -k "not gnn" -v
 
   after_script:
    - !reference [.spack_cleanup, after_script]
diff --git a/CMakeLists.txt b/CMakeLists.txt
index e84baa359d1..57e7be5f9cd 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -85,12 +85,12 @@ option(ACTS_BUILD_PLUGIN_FASTJET "Build FastJet plugin" OFF)
 option(ACTS_BUILD_PLUGIN_GEOMODEL "Build GeoModel plugin" OFF)
 option(ACTS_BUILD_PLUGIN_TRACCC "Build Traccc plugin" OFF)
 option(ACTS_BUILD_PLUGIN_GEANT4 "Build Geant4 plugin" OFF)
-option(ACTS_BUILD_PLUGIN_EXATRKX "Build the Exa.TrkX plugin" OFF)
-option(ACTS_EXATRKX_ENABLE_ONNX "Build the Onnx backend for the exatrkx plugin" OFF)
-option(ACTS_EXATRKX_ENABLE_TORCH "Build the torchscript backend for the exatrkx plugin" ON)
-option(ACTS_EXATRKX_ENABLE_CUDA "Enable CUDA for the exatrkx plugin" OFF)
-option(ACTS_EXATRKX_ENABLE_MODULEMAP "Enable Module-Map-based graph construction" OFF)
-option(ACTS_EXATRKX_ENABLE_TENSORRT "Enable the native TensorRT inference modules" OFF)
+option(ACTS_BUILD_PLUGIN_GNN "Build the GNN plugin" OFF)
+option(ACTS_GNN_ENABLE_ONNX "Build the Onnx backend for the gnn plugin" OFF)
+option(ACTS_GNN_ENABLE_TORCH "Build the torchscript backend for the gnn plugin" ON)
+option(ACTS_GNN_ENABLE_CUDA "Enable CUDA for the gnn plugin" OFF)
+option(ACTS_GNN_ENABLE_MODULEMAP "Enable Module-Map-based graph construction" OFF)
+option(ACTS_GNN_ENABLE_TENSORRT "Enable the native TensorRT inference modules" OFF)
 option(ACTS_BUILD_PLUGIN_JSON "Build json plugin" OFF)
 option(ACTS_BUILD_PLUGIN_ONNX "Build ONNX plugin" OFF)
 option(ACTS_BUILD_PLUGIN_ROOT "Build ROOT plugin" OFF)
@@ -105,7 +105,7 @@ option(ACTS_BUILD_ALIGNMENT "Build Alignment package" OFF)
 option(ACTS_BUILD_EXAMPLES_DD4HEP "Build DD4hep-based code in the examples" OFF)
 option(ACTS_BUILD_EXAMPLES_EDM4HEP "Build EDM4hep-based code in the examples" OFF)
 option(ACTS_BUILD_EXAMPLES_PODIO "Build Podio-based code in the examples" OFF)
-option(ACTS_BUILD_EXAMPLES_EXATRKX "Build the Exa.TrkX example code" OFF)
+option(ACTS_BUILD_EXAMPLES_GNN "Build the GNN example code" OFF)
 option(ACTS_BUILD_EXAMPLES_GEANT4 "Build Geant4-based code in the examples" OFF)
 option(ACTS_BUILD_EXAMPLES_HASHING "Build Hashing-based code in the examples" OFF)
 option(ACTS_BUILD_EXAMPLES_PYTHIA8 "Build Pythia8-based code in the examples" OFF)
@@ -155,7 +155,7 @@ set_option_if(
     OR
     ACTS_BUILD_EXAMPLES_PYTHIA8
     OR
-    ACTS_BUILD_EXAMPLES_EXATRKX
+    ACTS_BUILD_EXAMPLES_GNN
     OR
     ACTS_BUILD_EXAMPLES_PYTHON_BINDINGS
 )
@@ -187,12 +187,12 @@ set_option_if(
 )
 set_option_if(ACTS_BUILD_PLUGIN_JSON ACTS_BUILD_EXAMPLES)
 set_option_if(ACTS_BUILD_FATRAS ACTS_BUILD_EXAMPLES)
-set_option_if(ACTS_BUILD_PLUGIN_EXATRKX ACTS_BUILD_EXAMPLES_EXATRKX)
+set_option_if(ACTS_BUILD_PLUGIN_GNN ACTS_BUILD_EXAMPLES_GNN)
 set_option_if(ACTS_BUILD_PLUGIN_FPEMON ACTS_BUILD_EXAMPLES)
 set_option_if(ACTS_BUILD_PLUGIN_JSON ACTS_BUILD_PLUGIN_TRACCC)
 set_option_if(ACTS_BUILD_PLUGIN_ACTSVG ACTS_BUILD_PLUGIN_TRACCC)
 set_option_if(ACTS_BUILD_PLUGIN_HASHING ACTS_BUILD_EXAMPLES_HASHING)
-set_option_if(ACTS_EXATRKX_ENABLE_CUDA ACTS_EXATRKX_ENABLE_MODULEMAP)
+set_option_if(ACTS_GNN_ENABLE_CUDA ACTS_GNN_ENABLE_MODULEMAP)
 
 # feature tests
 include(CheckCXXSourceCompiles)
@@ -417,19 +417,19 @@ if(ACTS_BUILD_ANALYSIS_APPS)
     )
     check_root_compatibility()
 endif()
-if(ACTS_BUILD_PLUGIN_EXATRKX)
-    if(ACTS_EXATRKX_ENABLE_CUDA)
+if(ACTS_BUILD_PLUGIN_GNN)
+    if(ACTS_GNN_ENABLE_CUDA)
         find_package(CUDAToolkit REQUIRED)
         enable_cuda()
-        message(STATUS "Build Exa.TrkX plugin with CUDA")
+        message(STATUS "Build GNN plugin with CUDA")
     else()
-        message(STATUS "Build Exa.TrkX plugin for CPU only")
+        message(STATUS "Build GNN plugin for CPU only")
     endif()
-    if(ACTS_EXATRKX_ENABLE_TORCH)
+    if(ACTS_GNN_ENABLE_TORCH)
         find_package(Torch REQUIRED)
         add_subdirectory(thirdparty/FRNN)
     endif()
-    if(ACTS_EXATRKX_ENABLE_MODULEMAP)
+    if(ACTS_GNN_ENABLE_MODULEMAP)
         if(ACTS_USE_SYSTEM_MODULEMAPGRAPH)
             find_package(ModuleMapGraph REQUIRED COMPONENTS CPU GPU)
         else()
@@ -437,7 +437,7 @@ if(ACTS_BUILD_PLUGIN_EXATRKX)
         endif()
     endif()
 endif()
-if(ACTS_BUILD_PLUGIN_ONNX OR ACTS_EXATRKX_ENABLE_ONNX)
+if(ACTS_BUILD_PLUGIN_ONNX OR ACTS_GNN_ENABLE_ONNX)
     find_package(onnxruntime ${_acts_onnxruntime_version} MODULE REQUIRED)
 endif()
 if(ACTS_BUILD_PLUGIN_EDM4HEP OR ACTS_BUILD_PLUGIN_PODIO)
diff --git a/CMakePresets.json b/CMakePresets.json
index a1ab54afec9..4cc531a16a7 100644
--- a/CMakePresets.json
+++ b/CMakePresets.json
@@ -62,14 +62,14 @@
                 "ACTS_BUILD_PLUGIN_GEOMODEL": "ON",
                 "ACTS_BUILD_PLUGIN_TRACCC": "ON",
                 "ACTS_BUILD_PLUGIN_GEANT4": "ON",
-                "ACTS_BUILD_PLUGIN_EXATRKX": "OFF",
+                "ACTS_BUILD_PLUGIN_GNN": "OFF",
                 "ACTS_BUILD_PLUGIN_JSON": "ON",
                 "ACTS_BUILD_PLUGIN_ONNX": "OFF",
                 "ACTS_BUILD_PLUGIN_TGEO": "ON",
                 "ACTS_BUILD_PLUGIN_FASTJET": "ON",
                 "ACTS_BUILD_EXAMPLES_EDM4HEP": "ON",
                 "ACTS_BUILD_EXAMPLES_PODIO": "ON",
-                "ACTS_BUILD_EXAMPLES_EXATRKX": "OFF",
+                "ACTS_BUILD_EXAMPLES_GNN": "OFF",
                 "ACTS_BUILD_EXAMPLES_GEANT4": "ON",
                 "ACTS_BUILD_EXAMPLES_PYTHIA8": "ON",
                 "ACTS_BUILD_EXAMPLES_HASHING": "ON",
@@ -120,8 +120,8 @@
             }
         },
         {
-            "name": "gitlab-ci-exatrkx",
-            "displayName": "GitLab-CI ExaTrkX",
+            "name": "gitlab-ci-gnn",
+            "displayName": "GitLab-CI Gnn",
             "generator": "Ninja",
             "cacheVariables": {
                 "CMAKE_CXX_STANDARD": "20",
@@ -133,14 +133,14 @@
                 "CMAKE_CUDA_ARCHITECTURES": "86",
                 "TORCH_CUDA_ARCH_LIST": "8.6",
                 "ACTS_FORCE_ASSERTIONS": "ON",
-                "ACTS_BUILD_PLUGIN_EXATRKX": "ON",
+                "ACTS_BUILD_PLUGIN_GNN": "ON",
                 "ACTS_BUILD_EXAMPLES_ROOT": "ON",
-                "ACTS_BUILD_EXAMPLES_EXATRKX": "ON",
+                "ACTS_BUILD_EXAMPLES_GNN": "ON",
                 "ACTS_BUILD_UNITTESTS": "ON",
-                "ACTS_EXATRKX_ENABLE_TORCH": "ON",
-                "ACTS_EXATRKX_ENABLE_ONNX": "ON",
-                "ACTS_EXATRKX_ENABLE_CUDA": "ON",
-                "ACTS_EXATRKX_ENABLE_MODULEMAP": "ON",
+                "ACTS_GNN_ENABLE_TORCH": "ON",
+                "ACTS_GNN_ENABLE_ONNX": "ON",
+                "ACTS_GNN_ENABLE_CUDA": "ON",
+                "ACTS_GNN_ENABLE_MODULEMAP": "ON",
                 "ACTS_BUILD_EXAMPLES_PYTHON_BINDINGS": "ON",
                 "ACTS_ENABLE_LOG_FAILURE_THRESHOLD": "ON"
             }
@@ -154,11 +154,11 @@
                 "CMAKE_CXX_COMPILER_LAUNCHER": "ccache",
                 "CMAKE_CUDA_ARCHITECTURES": "86",
                 "TORCH_CUDA_ARCH_LIST": "8.6",
-                "ACTS_BUILD_PLUGIN_EXATRKX": "ON",
-                "ACTS_EXATRKX_ENABLE_TORCH": "OFF",
-                "ACTS_EXATRKX_ENABLE_CUDA": "ON",
-                "ACTS_EXATRKX_ENABLE_TENSORRT": "ON",
-                "ACTS_EXATRKX_ENABLE_MODULEMAP": "OFF"
+                "ACTS_BUILD_PLUGIN_GNN": "ON",
+                "ACTS_GNN_ENABLE_TORCH": "OFF",
+                "ACTS_GNN_ENABLE_CUDA": "ON",
+                "ACTS_GNN_ENABLE_TENSORRT": "ON",
+                "ACTS_GNN_ENABLE_MODULEMAP": "OFF"
             }
         }
     ]
diff --git a/Examples/Algorithms/CMakeLists.txt b/Examples/Algorithms/CMakeLists.txt
index b4aaeaa3672..7cf719a771e 100644
--- a/Examples/Algorithms/CMakeLists.txt
+++ b/Examples/Algorithms/CMakeLists.txt
@@ -9,7 +9,7 @@ add_subdirectory(Printers)
 add_subdirectory(Propagation)
 add_subdirectory_if(Traccc ACTS_BUILD_PLUGIN_TRACCC)
 add_subdirectory(TrackFinding)
-add_subdirectory_if(TrackFindingExaTrkX ACTS_BUILD_EXAMPLES_EXATRKX)
+add_subdirectory_if(TrackFindingGnn ACTS_BUILD_EXAMPLES_GNN)
 add_subdirectory_if(TrackFindingML ACTS_BUILD_PLUGIN_ONNX)
 add_subdirectory(TrackFitting)
 add_subdirectory_if(Jets ACTS_BUILD_PLUGIN_FASTJET)
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/CMakeLists.txt b/Examples/Algorithms/TrackFindingGnn/CMakeLists.txt
similarity index 54%
rename from Examples/Algorithms/TrackFindingExaTrkX/CMakeLists.txt
rename to Examples/Algorithms/TrackFindingGnn/CMakeLists.txt
index cda65407d2e..ad89c9adfee 100644
--- a/Examples/Algorithms/TrackFindingExaTrkX/CMakeLists.txt
+++ b/Examples/Algorithms/TrackFindingGnn/CMakeLists.txt
@@ -1,7 +1,7 @@
 acts_add_library(
-    ExamplesTrackFindingExaTrkX
+    ExamplesTrackFindingGnn
     SHARED
-    src/TrackFindingAlgorithmExaTrkX.cpp
+    src/TrackFindingAlgorithmGnn.cpp
     src/PrototracksToParameters.cpp
     src/TrackFindingFromPrototrackAlgorithm.cpp
     src/TruthGraphBuilder.cpp
@@ -9,14 +9,11 @@ acts_add_library(
 )
 
 target_include_directories(
-    ActsExamplesTrackFindingExaTrkX
+    ActsExamplesTrackFindingGnn
     PUBLIC $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
 )
 
 target_link_libraries(
-    ActsExamplesTrackFindingExaTrkX
-    PUBLIC
-        Acts::PluginExaTrkX
-        Acts::ExamplesFramework
-        Acts::ExamplesTrackFinding
+    ActsExamplesTrackFindingGnn
+    PUBLIC Acts::PluginGnn Acts::ExamplesFramework Acts::ExamplesTrackFinding
 )
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/PrototracksToParameters.hpp b/Examples/Algorithms/TrackFindingGnn/include/ActsExamples/TrackFindingGnn/PrototracksToParameters.hpp
similarity index 100%
rename from Examples/Algorithms/TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/PrototracksToParameters.hpp
rename to Examples/Algorithms/TrackFindingGnn/include/ActsExamples/TrackFindingGnn/PrototracksToParameters.hpp
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/TrackFindingAlgorithmExaTrkX.hpp b/Examples/Algorithms/TrackFindingGnn/include/ActsExamples/TrackFindingGnn/TrackFindingAlgorithmGnn.hpp
similarity index 92%
rename from Examples/Algorithms/TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/TrackFindingAlgorithmExaTrkX.hpp
rename to Examples/Algorithms/TrackFindingGnn/include/ActsExamples/TrackFindingGnn/TrackFindingAlgorithmGnn.hpp
index b52f337a6d3..3f22dbb5f96 100644
--- a/Examples/Algorithms/TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/TrackFindingAlgorithmExaTrkX.hpp
+++ b/Examples/Algorithms/TrackFindingGnn/include/ActsExamples/TrackFindingGnn/TrackFindingAlgorithmGnn.hpp
@@ -9,8 +9,8 @@
 #pragma once
 
 #include "Acts/Definitions/Units.hpp"
-#include "Acts/Plugins/ExaTrkX/ExaTrkXPipeline.hpp"
-#include "Acts/Plugins/ExaTrkX/Stages.hpp"
+#include "Acts/Plugins/Gnn/GnnPipeline.hpp"
+#include "Acts/Plugins/Gnn/Stages.hpp"
 #include "ActsExamples/EventData/Cluster.hpp"
 #include "ActsExamples/EventData/GeometryContainers.hpp"
 #include "ActsExamples/EventData/Graph.hpp"
@@ -20,7 +20,7 @@
 #include "ActsExamples/EventData/SimSpacePoint.hpp"
 #include "ActsExamples/Framework/DataHandle.hpp"
 #include "ActsExamples/Framework/IAlgorithm.hpp"
-#include "ActsExamples/TrackFindingExaTrkX/TruthGraphBuilder.hpp"
+#include "ActsExamples/TrackFindingGnn/TruthGraphBuilder.hpp"
 
 #include <mutex>
 #include <string>
@@ -31,7 +31,7 @@
 
 namespace ActsExamples {
 
-class TrackFindingAlgorithmExaTrkX final : public IAlgorithm {
+class TrackFindingAlgorithmGnn final : public IAlgorithm {
  public:
   enum class NodeFeature {
     // SP features
@@ -129,9 +129,9 @@ class TrackFindingAlgorithmExaTrkX final : public IAlgorithm {
   ///
   /// @param cfg is the config struct to configure the algorithm
   /// @param level is the logging level
-  TrackFindingAlgorithmExaTrkX(Config cfg, Acts::Logging::Level lvl);
+  TrackFindingAlgorithmGnn(Config cfg, Acts::Logging::Level lvl);
 
-  ~TrackFindingAlgorithmExaTrkX() override = default;
+  ~TrackFindingAlgorithmGnn() override = default;
 
   /// Framework execute method of the track finding algorithm
   ///
@@ -148,7 +148,7 @@ class TrackFindingAlgorithmExaTrkX final : public IAlgorithm {
  private:
   Config m_cfg;
 
-  Acts::ExaTrkXPipeline m_pipeline;
+  Acts::GnnPipeline m_pipeline;
   mutable std::mutex m_mutex;
 
   using Accumulator = boost::accumulators::accumulator_set<
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/TrackFindingFromPrototrackAlgorithm.hpp b/Examples/Algorithms/TrackFindingGnn/include/ActsExamples/TrackFindingGnn/TrackFindingFromPrototrackAlgorithm.hpp
similarity index 100%
rename from Examples/Algorithms/TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/TrackFindingFromPrototrackAlgorithm.hpp
rename to Examples/Algorithms/TrackFindingGnn/include/ActsExamples/TrackFindingGnn/TrackFindingFromPrototrackAlgorithm.hpp
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/TruthGraphBuilder.hpp b/Examples/Algorithms/TrackFindingGnn/include/ActsExamples/TrackFindingGnn/TruthGraphBuilder.hpp
similarity index 100%
rename from Examples/Algorithms/TrackFindingExaTrkX/include/ActsExamples/TrackFindingExaTrkX/TruthGraphBuilder.hpp
rename to Examples/Algorithms/TrackFindingGnn/include/ActsExamples/TrackFindingGnn/TruthGraphBuilder.hpp
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/src/PrototracksToParameters.cpp b/Examples/Algorithms/TrackFindingGnn/src/PrototracksToParameters.cpp
similarity index 99%
rename from Examples/Algorithms/TrackFindingExaTrkX/src/PrototracksToParameters.cpp
rename to Examples/Algorithms/TrackFindingGnn/src/PrototracksToParameters.cpp
index 48ceb7d00f6..1d137e2f5ee 100644
--- a/Examples/Algorithms/TrackFindingExaTrkX/src/PrototracksToParameters.cpp
+++ b/Examples/Algorithms/TrackFindingGnn/src/PrototracksToParameters.cpp
@@ -6,7 +6,7 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "ActsExamples/TrackFindingExaTrkX/PrototracksToParameters.hpp"
+#include "ActsExamples/TrackFindingGnn/PrototracksToParameters.hpp"
 
 #include "Acts/Seeding/BinnedGroup.hpp"
 #include "Acts/Seeding/EstimateTrackParamsFromSeed.hpp"
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/src/TrackFindingAlgorithmExaTrkX.cpp b/Examples/Algorithms/TrackFindingGnn/src/TrackFindingAlgorithmGnn.cpp
similarity index 93%
rename from Examples/Algorithms/TrackFindingExaTrkX/src/TrackFindingAlgorithmExaTrkX.cpp
rename to Examples/Algorithms/TrackFindingGnn/src/TrackFindingAlgorithmGnn.cpp
index ce7e3b03dff..1cbe9188203 100644
--- a/Examples/Algorithms/TrackFindingExaTrkX/src/TrackFindingAlgorithmExaTrkX.cpp
+++ b/Examples/Algorithms/TrackFindingGnn/src/TrackFindingAlgorithmGnn.cpp
@@ -6,11 +6,11 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "ActsExamples/TrackFindingExaTrkX/TrackFindingAlgorithmExaTrkX.hpp"
+#include "ActsExamples/TrackFindingGnn/TrackFindingAlgorithmGnn.hpp"
 
 #include "Acts/Definitions/Units.hpp"
-#include "Acts/Plugins/ExaTrkX/GraphStoreHook.hpp"
-#include "Acts/Plugins/ExaTrkX/TruthGraphMetricsHook.hpp"
+#include "Acts/Plugins/Gnn/GraphStoreHook.hpp"
+#include "Acts/Plugins/Gnn/TruthGraphMetricsHook.hpp"
 #include "Acts/Utilities/Helpers.hpp"
 #include "Acts/Utilities/Zip.hpp"
 #include "ActsExamples/EventData/Index.hpp"
@@ -30,8 +30,8 @@ using namespace Acts::UnitLiterals;
 
 namespace {
 
-struct LoopHook : public Acts::ExaTrkXHook {
-  std::vector<Acts::ExaTrkXHook*> hooks;
+struct LoopHook : public Acts::GnnHook {
+  std::vector<Acts::GnnHook*> hooks;
 
   void operator()(const Acts::PipelineTensors& tensors,
                   const Acts::ExecutionContext& ctx) const override {
@@ -43,7 +43,7 @@ struct LoopHook : public Acts::ExaTrkXHook {
 
 }  // namespace
 
-ActsExamples::TrackFindingAlgorithmExaTrkX::TrackFindingAlgorithmExaTrkX(
+ActsExamples::TrackFindingAlgorithmGnn::TrackFindingAlgorithmGnn(
     Config config, Acts::Logging::Level level)
     : ActsExamples::IAlgorithm("TrackFindingMLBasedAlgorithm", level),
       m_cfg(std::move(config)),
@@ -90,7 +90,7 @@ ActsExamples::TrackFindingAlgorithmExaTrkX::TrackFindingAlgorithmExaTrkX(
 
 /// Allow access to features with nice names
 
-ActsExamples::ProcessCode ActsExamples::TrackFindingAlgorithmExaTrkX::execute(
+ActsExamples::ProcessCode ActsExamples::TrackFindingAlgorithmGnn::execute(
     const ActsExamples::AlgorithmContext& ctx) const {
   using Clock = std::chrono::high_resolution_clock;
   using Duration = std::chrono::duration<double, std::milli>;
@@ -178,8 +178,8 @@ ActsExamples::ProcessCode ActsExamples::TrackFindingAlgorithmExaTrkX::execute(
   ACTS_DEBUG("Feature creation:        " << ms(t03, t1));
 
   // Run the pipeline
-  Acts::ExaTrkXTiming timing;
-#ifdef ACTS_EXATRKX_CPUONLY
+  Acts::GnnTiming timing;
+#ifdef ACTS_GNN_CPUONLY
   Acts::Device device = {Acts::Device::Type::eCPU, 0};
 #else
   Acts::Device device = {Acts::Device::Type::eCUDA, 0};
@@ -253,7 +253,7 @@ ActsExamples::ProcessCode ActsExamples::TrackFindingAlgorithmExaTrkX::execute(
   return ActsExamples::ProcessCode::SUCCESS;
 }
 
-ActsExamples::ProcessCode TrackFindingAlgorithmExaTrkX::finalize() {
+ActsExamples::ProcessCode TrackFindingAlgorithmGnn::finalize() {
   namespace ba = boost::accumulators;
 
   auto print = [](const auto& t) {
@@ -263,7 +263,7 @@ ActsExamples::ProcessCode TrackFindingAlgorithmExaTrkX::finalize() {
     return ss.str();
   };
 
-  ACTS_INFO("Exa.TrkX timing info");
+  ACTS_INFO("GNN timing info");
   ACTS_INFO("- preprocessing:  " << print(m_timing.preprocessingTime));
   ACTS_INFO("- graph building: " << print(m_timing.graphBuildingTime));
   // clang-format off
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/src/TrackFindingFromPrototrackAlgorithm.cpp b/Examples/Algorithms/TrackFindingGnn/src/TrackFindingFromPrototrackAlgorithm.cpp
similarity index 99%
rename from Examples/Algorithms/TrackFindingExaTrkX/src/TrackFindingFromPrototrackAlgorithm.cpp
rename to Examples/Algorithms/TrackFindingGnn/src/TrackFindingFromPrototrackAlgorithm.cpp
index 03975f7241a..aad2eea5cd8 100644
--- a/Examples/Algorithms/TrackFindingExaTrkX/src/TrackFindingFromPrototrackAlgorithm.cpp
+++ b/Examples/Algorithms/TrackFindingGnn/src/TrackFindingFromPrototrackAlgorithm.cpp
@@ -6,7 +6,7 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "ActsExamples/TrackFindingExaTrkX/TrackFindingFromPrototrackAlgorithm.hpp"
+#include "ActsExamples/TrackFindingGnn/TrackFindingFromPrototrackAlgorithm.hpp"
 
 #include "Acts/EventData/ProxyAccessor.hpp"
 #include "Acts/TrackFinding/TrackStateCreator.hpp"
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/src/TruthGraphBuilder.cpp b/Examples/Algorithms/TrackFindingGnn/src/TruthGraphBuilder.cpp
similarity index 98%
rename from Examples/Algorithms/TrackFindingExaTrkX/src/TruthGraphBuilder.cpp
rename to Examples/Algorithms/TrackFindingGnn/src/TruthGraphBuilder.cpp
index 2247c6126f4..178b15a2a6f 100644
--- a/Examples/Algorithms/TrackFindingExaTrkX/src/TruthGraphBuilder.cpp
+++ b/Examples/Algorithms/TrackFindingGnn/src/TruthGraphBuilder.cpp
@@ -7,7 +7,7 @@
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
 #include <Acts/Definitions/Units.hpp>
-#include <ActsExamples/TrackFindingExaTrkX/TruthGraphBuilder.hpp>
+#include <ActsExamples/TrackFindingGnn/TruthGraphBuilder.hpp>
 
 #include <algorithm>
 
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/src/createFeatures.cpp b/Examples/Algorithms/TrackFindingGnn/src/createFeatures.cpp
similarity index 96%
rename from Examples/Algorithms/TrackFindingExaTrkX/src/createFeatures.cpp
rename to Examples/Algorithms/TrackFindingGnn/src/createFeatures.cpp
index 31e0716a916..b95e2b7a3e6 100644
--- a/Examples/Algorithms/TrackFindingExaTrkX/src/createFeatures.cpp
+++ b/Examples/Algorithms/TrackFindingGnn/src/createFeatures.cpp
@@ -15,7 +15,7 @@ namespace ActsExamples {
 
 std::vector<float> createFeatures(
     const SimSpacePointContainer& spacepoints, const ClusterContainer* clusters,
-    const std::vector<TrackFindingAlgorithmExaTrkX::NodeFeature>& nodeFeatures,
+    const std::vector<TrackFindingAlgorithmGnn::NodeFeature>& nodeFeatures,
     const std::vector<float>& featureScales) {
   using namespace ActsExamples;
 
@@ -44,7 +44,7 @@ std::vector<float> createFeatures(
     // I would prefer to use a std::span or boost::span here once available
     float* f = features.data() + isp * nodeFeatures.size();
 
-    using NF = TrackFindingAlgorithmExaTrkX::NodeFeature;
+    using NF = TrackFindingAlgorithmGnn::NodeFeature;
 
     using namespace Acts::VectorHelpers;
     using namespace Acts::AngleHelpers;
diff --git a/Examples/Algorithms/TrackFindingExaTrkX/src/createFeatures.hpp b/Examples/Algorithms/TrackFindingGnn/src/createFeatures.hpp
similarity index 76%
rename from Examples/Algorithms/TrackFindingExaTrkX/src/createFeatures.hpp
rename to Examples/Algorithms/TrackFindingGnn/src/createFeatures.hpp
index b67c09894ad..41a473d1fbc 100644
--- a/Examples/Algorithms/TrackFindingExaTrkX/src/createFeatures.hpp
+++ b/Examples/Algorithms/TrackFindingGnn/src/createFeatures.hpp
@@ -8,13 +8,13 @@
 
 #pragma once
 
-#include "ActsExamples/TrackFindingExaTrkX/TrackFindingAlgorithmExaTrkX.hpp"
+#include "ActsExamples/TrackFindingGnn/TrackFindingAlgorithmGnn.hpp"
 
 namespace ActsExamples {
 
 std::vector<float> createFeatures(
     const SimSpacePointContainer &spacepoints, const ClusterContainer *clusters,
-    const std::vector<TrackFindingAlgorithmExaTrkX::NodeFeature> &nodeFeatures,
+    const std::vector<TrackFindingAlgorithmGnn::NodeFeature> &nodeFeatures,
     const std::vector<float> &featureScales);
 
 }
diff --git a/Examples/Io/Csv/CMakeLists.txt b/Examples/Io/Csv/CMakeLists.txt
index 9b4672d44e7..0824f515f45 100644
--- a/Examples/Io/Csv/CMakeLists.txt
+++ b/Examples/Io/Csv/CMakeLists.txt
@@ -19,8 +19,8 @@ acts_add_library(
     src/CsvMuonSegmentReader.cpp
     src/CsvProtoTrackWriter.cpp
     src/CsvSpacePointWriter.cpp
-    src/CsvExaTrkXGraphWriter.cpp
-    src/CsvExaTrkXGraphReader.cpp
+    src/CsvGnnGraphWriter.cpp
+    src/CsvGnnGraphReader.cpp
     src/CsvSpacePointsBucketWriter.cpp
     src/CsvBFieldWriter.cpp
 )
diff --git a/Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvExaTrkXGraphReader.hpp b/Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvGnnGraphReader.hpp
similarity index 89%
rename from Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvExaTrkXGraphReader.hpp
rename to Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvGnnGraphReader.hpp
index bb30bc07fb0..98d79e212e5 100644
--- a/Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvExaTrkXGraphReader.hpp
+++ b/Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvGnnGraphReader.hpp
@@ -23,7 +23,7 @@
 namespace ActsExamples {
 struct AlgorithmContext;
 
-class CsvExaTrkXGraphReader final : public IReader {
+class CsvGnnGraphReader final : public IReader {
  public:
   struct Config {
     /// Where to read input files from.
@@ -38,7 +38,7 @@ class CsvExaTrkXGraphReader final : public IReader {
   ///
   /// @param config is the configuration object
   /// @param level is the logging level
-  CsvExaTrkXGraphReader(const Config& config, Acts::Logging::Level level);
+  CsvGnnGraphReader(const Config& config, Acts::Logging::Level level);
 
   /// Return the available events range.
   std::pair<std::size_t, std::size_t> availableEvents() const override;
@@ -47,7 +47,7 @@ class CsvExaTrkXGraphReader final : public IReader {
   ProcessCode read(const ActsExamples::AlgorithmContext& ctx) override;
 
   /// Return the name of the component
-  std::string name() const override { return "CsvExaTrkXGraphReader"; }
+  std::string name() const override { return "CsvGnnGraphReader"; }
 
   /// Readonly access to the config
   const Config& config() const { return m_cfg; }
diff --git a/Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvExaTrkXGraphWriter.hpp b/Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvGnnGraphWriter.hpp
similarity index 88%
rename from Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvExaTrkXGraphWriter.hpp
rename to Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvGnnGraphWriter.hpp
index 5147acc702b..bd3765c7e6e 100644
--- a/Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvExaTrkXGraphWriter.hpp
+++ b/Examples/Io/Csv/include/ActsExamples/Io/Csv/CsvGnnGraphWriter.hpp
@@ -21,7 +21,7 @@
 namespace ActsExamples {
 struct AlgorithmContext;
 
-class CsvExaTrkXGraphWriter final : public WriterT<Graph> {
+class CsvGnnGraphWriter final : public WriterT<Graph> {
  public:
   struct Config {
     /// Which simulated (truth) hits collection to use.
@@ -29,14 +29,14 @@ class CsvExaTrkXGraphWriter final : public WriterT<Graph> {
     /// Where to place output files
     std::string outputDir;
     /// Output filename stem.
-    std::string outputStem = "exatrkx-graph";
+    std::string outputStem = "gnn-graph";
   };
 
   /// Construct the cluster writer.
   ///
   /// @param config is the configuration object
   /// @param level is the logging level
-  CsvExaTrkXGraphWriter(const Config& config, Acts::Logging::Level level);
+  CsvGnnGraphWriter(const Config& config, Acts::Logging::Level level);
 
   /// Readonly access to the config
   const Config& config() const { return m_cfg; }
diff --git a/Examples/Io/Csv/src/CsvExaTrkXGraphReader.cpp b/Examples/Io/Csv/src/CsvGnnGraphReader.cpp
similarity index 80%
rename from Examples/Io/Csv/src/CsvExaTrkXGraphReader.cpp
rename to Examples/Io/Csv/src/CsvGnnGraphReader.cpp
index f6ad7ba850d..e0ad67d2d32 100644
--- a/Examples/Io/Csv/src/CsvExaTrkXGraphReader.cpp
+++ b/Examples/Io/Csv/src/CsvGnnGraphReader.cpp
@@ -6,7 +6,7 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "ActsExamples/Io/Csv/CsvExaTrkXGraphReader.hpp"
+#include "ActsExamples/Io/Csv/CsvGnnGraphReader.hpp"
 
 #include "Acts/Definitions/PdgParticle.hpp"
 #include "Acts/Definitions/Units.hpp"
@@ -29,12 +29,12 @@
 
 namespace ActsExamples {
 
-CsvExaTrkXGraphReader::CsvExaTrkXGraphReader(const Config& config,
-                                             Acts::Logging::Level level)
+CsvGnnGraphReader::CsvGnnGraphReader(const Config& config,
+                                     Acts::Logging::Level level)
     : m_cfg(config),
       m_eventsRange(
           determineEventFilesRange(m_cfg.inputDir, m_cfg.inputStem + ".csv")),
-      m_logger(Acts::getDefaultLogger("CsvExaTrkXGraphReader", level)) {
+      m_logger(Acts::getDefaultLogger("CsvGnnGraphReader", level)) {
   if (m_cfg.inputStem.empty()) {
     throw std::invalid_argument("Missing input filename stem");
   }
@@ -42,12 +42,11 @@ CsvExaTrkXGraphReader::CsvExaTrkXGraphReader(const Config& config,
   m_outputGraph.initialize(m_cfg.outputGraph);
 }
 
-std::pair<std::size_t, std::size_t> CsvExaTrkXGraphReader::availableEvents()
-    const {
+std::pair<std::size_t, std::size_t> CsvGnnGraphReader::availableEvents() const {
   return m_eventsRange;
 }
 
-ProcessCode CsvExaTrkXGraphReader::read(const AlgorithmContext& ctx) {
+ProcessCode CsvGnnGraphReader::read(const AlgorithmContext& ctx) {
   SimParticleContainer::sequence_type unordered;
 
   auto path = perEventFilepath(m_cfg.inputDir, m_cfg.inputStem + ".csv",
diff --git a/Examples/Io/Csv/src/CsvExaTrkXGraphWriter.cpp b/Examples/Io/Csv/src/CsvGnnGraphWriter.cpp
similarity index 81%
rename from Examples/Io/Csv/src/CsvExaTrkXGraphWriter.cpp
rename to Examples/Io/Csv/src/CsvGnnGraphWriter.cpp
index eb12cdcdf89..449853595ac 100644
--- a/Examples/Io/Csv/src/CsvExaTrkXGraphWriter.cpp
+++ b/Examples/Io/Csv/src/CsvGnnGraphWriter.cpp
@@ -6,7 +6,7 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "ActsExamples/Io/Csv/CsvExaTrkXGraphWriter.hpp"
+#include "ActsExamples/Io/Csv/CsvGnnGraphWriter.hpp"
 
 #include "Acts/Definitions/Algebra.hpp"
 #include "Acts/Definitions/Common.hpp"
@@ -21,13 +21,12 @@
 
 #include "CsvOutputData.hpp"
 
-ActsExamples::CsvExaTrkXGraphWriter::CsvExaTrkXGraphWriter(
-    const ActsExamples::CsvExaTrkXGraphWriter::Config& config,
+ActsExamples::CsvGnnGraphWriter::CsvGnnGraphWriter(
+    const ActsExamples::CsvGnnGraphWriter::Config& config,
     Acts::Logging::Level level)
-    : WriterT(config.inputGraph, "CsvExaTrkXGraphWriter", level),
-      m_cfg(config) {}
+    : WriterT(config.inputGraph, "CsvGnnGraphWriter", level), m_cfg(config) {}
 
-ActsExamples::ProcessCode ActsExamples::CsvExaTrkXGraphWriter::writeT(
+ActsExamples::ProcessCode ActsExamples::CsvGnnGraphWriter::writeT(
     const ActsExamples::AlgorithmContext& ctx, const Graph& graph) {
   assert(graph.weights.empty() ||
          (graph.edges.size() / 2 == graph.weights.size()));
diff --git a/Examples/Python/CMakeLists.txt b/Examples/Python/CMakeLists.txt
index f2186debec9..867f258c42c 100644
--- a/Examples/Python/CMakeLists.txt
+++ b/Examples/Python/CMakeLists.txt
@@ -197,14 +197,14 @@ target_link_libraries(ActsPythonBindings PUBLIC Acts::ExamplesIoHepMC3)
 target_sources(ActsPythonBindings PRIVATE src/HepMC3.cpp)
 list(APPEND py_files examples/hepmc3.py)
 
-if(ACTS_BUILD_EXAMPLES_EXATRKX)
+if(ACTS_BUILD_EXAMPLES_GNN)
     target_link_libraries(
         ActsPythonBindings
-        PUBLIC Acts::ExamplesTrackFindingExaTrkX
+        PUBLIC Acts::ExamplesTrackFindingGnn
     )
-    target_sources(ActsPythonBindings PRIVATE src/ExaTrkXTrackFinding.cpp)
+    target_sources(ActsPythonBindings PRIVATE src/GnnTrackFinding.cpp)
 else()
-    target_sources(ActsPythonBindings PRIVATE src/ExaTrkXTrackFindingStub.cpp)
+    target_sources(ActsPythonBindings PRIVATE src/GnnTrackFindingStub.cpp)
 endif()
 
 if(ACTS_BUILD_EXAMPLES_EDM4HEP)
diff --git a/Examples/Python/python/acts/examples/__init__.py b/Examples/Python/python/acts/examples/__init__.py
index a6de7050966..d2f0353de97 100644
--- a/Examples/Python/python/acts/examples/__init__.py
+++ b/Examples/Python/python/acts/examples/__init__.py
@@ -34,7 +34,7 @@ def ConcretePropagator(propagator):
 
 _patch_config(ActsPythonBindings._examples)
 
-# Manually patch ExaTrkX constructors
+# Manually patch Gnn constructors
 # Need to do it this way, since they are not always present
 for module in [
     "TorchMetricLearning",
diff --git a/Examples/Python/python/acts/examples/reconstruction.py b/Examples/Python/python/acts/examples/reconstruction.py
index e353e195596..e94eaffe651 100644
--- a/Examples/Python/python/acts/examples/reconstruction.py
+++ b/Examples/Python/python/acts/examples/reconstruction.py
@@ -1926,16 +1926,16 @@ def addTrackSelection(
     return trackSelector
 
 
-ExaTrkXBackend = Enum("ExaTrkXBackend", "Torch Onnx")
+GnnBackend = Enum("GnnBackend", "Torch Onnx")
 
 
-def addExaTrkX(
+def addGnn(
     s: acts.examples.Sequencer,
     trackingGeometry: acts.TrackingGeometry,
     geometrySelection: Union[Path, str],
     modelDir: Union[Path, str],
     outputDirRoot: Optional[Union[Path, str]] = None,
-    backend: Optional[ExaTrkXBackend] = ExaTrkXBackend.Torch,
+    backend: Optional[GnnBackend] = GnnBackend.Torch,
     logLevel: Optional[acts.logging.Level] = None,
 ) -> None:
     customLogLevel = acts.examples.defaultLogging(s, logLevel)
@@ -1972,7 +1972,7 @@ def addExaTrkX(
         "cut": 0.5,
     }
 
-    if backend == ExaTrkXBackend.Torch:
+    if backend == GnnBackend.Torch:
         filterConfig["modelPath"] = str(modelDir / "filter.pt")
         filterConfig["selectedFeatures"] = [0, 1, 2]
         gnnConfig["modelPath"] = str(modelDir / "gnn.pt")
@@ -1985,7 +1985,7 @@ def addExaTrkX(
             acts.examples.TorchEdgeClassifier(**gnnConfig),
         ]
         trackBuilder = acts.examples.BoostTrackBuilding(customLogLevel())
-    elif backend == ExaTrkXBackend.Onnx:
+    elif backend == GnnBackend.Onnx:
         filterConfig["modelPath"] = str(modelDir / "filtering.onnx")
         gnnConfig["modelPath"] = str(modelDir / "gnn.onnx")
 
@@ -1997,10 +1997,10 @@ def addExaTrkX(
         ]
         trackBuilder = acts.examples.BoostTrackBuilding(customLogLevel())
 
-    findingAlg = acts.examples.TrackFindingAlgorithmExaTrkX(
+    findingAlg = acts.examples.TrackFindingAlgorithmGnn(
         level=customLogLevel(),
         inputSpacePoints="spacepoints",
-        outputProtoTracks="exatrkx_prototracks",
+        outputProtoTracks="gnn_prototracks",
         graphConstructor=graphConstructor,
         edgeClassifiers=edgeClassifiers,
         trackBuilder=trackBuilder,
@@ -2022,8 +2022,8 @@ def addExaTrkX(
         inputTracks="tracks",
         inputParticles="particles",
         inputMeasurementParticlesMap="measurement_particles_map",
-        outputTrackParticleMatching="exatrkx_track_particle_matching",
-        outputParticleTrackMatching="exatrkx_particle_track_matching",
+        outputTrackParticleMatching="gnn_track_particle_matching",
+        outputParticleTrackMatching="gnn_particle_track_matching",
         doubleMatching=True,
     )
     s.addAlgorithm(matchAlg)
diff --git a/Examples/Python/src/ExaTrkXTrackFinding.cpp b/Examples/Python/src/GnnTrackFinding.cpp
similarity index 59%
rename from Examples/Python/src/ExaTrkXTrackFinding.cpp
rename to Examples/Python/src/GnnTrackFinding.cpp
index 8a1255d93cc..14280a35fd5 100644
--- a/Examples/Python/src/ExaTrkXTrackFinding.cpp
+++ b/Examples/Python/src/GnnTrackFinding.cpp
@@ -6,20 +6,20 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/BoostTrackBuilding.hpp"
-#include "Acts/Plugins/ExaTrkX/CudaTrackBuilding.hpp"
-#include "Acts/Plugins/ExaTrkX/ExaTrkXPipeline.hpp"
-#include "Acts/Plugins/ExaTrkX/ModuleMapCuda.hpp"
-#include "Acts/Plugins/ExaTrkX/OnnxEdgeClassifier.hpp"
-#include "Acts/Plugins/ExaTrkX/TensorRTEdgeClassifier.hpp"
-#include "Acts/Plugins/ExaTrkX/TorchEdgeClassifier.hpp"
-#include "Acts/Plugins/ExaTrkX/TorchMetricLearning.hpp"
-#include "Acts/Plugins/ExaTrkX/TruthGraphMetricsHook.hpp"
+#include "Acts/Plugins/Gnn/BoostTrackBuilding.hpp"
+#include "Acts/Plugins/Gnn/CudaTrackBuilding.hpp"
+#include "Acts/Plugins/Gnn/GnnPipeline.hpp"
+#include "Acts/Plugins/Gnn/ModuleMapCuda.hpp"
+#include "Acts/Plugins/Gnn/OnnxEdgeClassifier.hpp"
+#include "Acts/Plugins/Gnn/TensorRTEdgeClassifier.hpp"
+#include "Acts/Plugins/Gnn/TorchEdgeClassifier.hpp"
+#include "Acts/Plugins/Gnn/TorchMetricLearning.hpp"
+#include "Acts/Plugins/Gnn/TruthGraphMetricsHook.hpp"
 #include "Acts/Plugins/Python/Utilities.hpp"
-#include "ActsExamples/TrackFindingExaTrkX/PrototracksToParameters.hpp"
-#include "ActsExamples/TrackFindingExaTrkX/TrackFindingAlgorithmExaTrkX.hpp"
-#include "ActsExamples/TrackFindingExaTrkX/TrackFindingFromPrototrackAlgorithm.hpp"
-#include "ActsExamples/TrackFindingExaTrkX/TruthGraphBuilder.hpp"
+#include "ActsExamples/TrackFindingGnn/PrototracksToParameters.hpp"
+#include "ActsExamples/TrackFindingGnn/TrackFindingAlgorithmGnn.hpp"
+#include "ActsExamples/TrackFindingGnn/TrackFindingFromPrototrackAlgorithm.hpp"
+#include "ActsExamples/TrackFindingGnn/TruthGraphBuilder.hpp"
 
 #include <memory>
 
@@ -56,7 +56,7 @@ using namespace py::literals;
 
 namespace Acts::Python {
 
-void addExaTrkXTrackFinding(Context &ctx) {
+void addGnnTrackFinding(Context &ctx) {
   auto [m, mex] = ctx.get("main", "examples");
 
   {
@@ -74,7 +74,7 @@ void addExaTrkXTrackFinding(Context &ctx) {
 
   ACTS_PYTHON_DECLARE_GNN_STAGE(BoostTrackBuilding, TrackBuildingBase, mex);
 
-#ifdef ACTS_EXATRKX_TORCH_BACKEND
+#ifdef ACTS_GNN_TORCH_BACKEND
   ACTS_PYTHON_DECLARE_GNN_STAGE(TorchMetricLearning, GraphConstructionBase, mex,
                                 modelPath, selectedFeatures, embeddingDim, rVal,
                                 knnVal, deviceID);
@@ -84,23 +84,23 @@ void addExaTrkXTrackFinding(Context &ctx) {
                                 undirected, deviceID, useEdgeFeatures);
 #endif
 
-#ifdef ACTS_EXATRKX_WITH_TENSORRT
+#ifdef ACTS_GNN_WITH_TENSORRT
   ACTS_PYTHON_DECLARE_GNN_STAGE(TensorRTEdgeClassifier, EdgeClassificationBase,
                                 mex, modelPath, selectedFeatures, cut,
                                 numExecutionContexts);
 #endif
 
-#ifdef ACTS_EXATRKX_WITH_CUDA
+#ifdef ACTS_GNN_WITH_CUDA
   ACTS_PYTHON_DECLARE_GNN_STAGE(CudaTrackBuilding, TrackBuildingBase, mex,
                                 useOneBlockImplementation, doJunctionRemoval);
 #endif
 
-#ifdef ACTS_EXATRKX_ONNX_BACKEND
+#ifdef ACTS_GNN_ONNX_BACKEND
   ACTS_PYTHON_DECLARE_GNN_STAGE(OnnxEdgeClassifier, EdgeClassificationBase, mex,
                                 modelPath, cut);
 #endif
 
-#ifdef ACTS_EXATRKX_WITH_MODULEMAP
+#ifdef ACTS_GNN_WITH_MODULEMAP
   ACTS_PYTHON_DECLARE_GNN_STAGE(
       ModuleMapCuda, GraphConstructionBase, mex, moduleMapPath, rScale,
       phiScale, zScale, etaScale, moreParallel, gpuDevice, gpuBlocks, epsilon);
@@ -114,45 +114,45 @@ void addExaTrkXTrackFinding(Context &ctx) {
 
   {
     auto nodeFeatureEnum =
-        py::enum_<TrackFindingAlgorithmExaTrkX::NodeFeature>(mex, "NodeFeature")
-            .value("R", TrackFindingAlgorithmExaTrkX::NodeFeature::eR)
-            .value("Phi", TrackFindingAlgorithmExaTrkX::NodeFeature::ePhi)
-            .value("Z", TrackFindingAlgorithmExaTrkX::NodeFeature::eZ)
-            .value("X", TrackFindingAlgorithmExaTrkX::NodeFeature::eX)
-            .value("Y", TrackFindingAlgorithmExaTrkX::NodeFeature::eY)
-            .value("Eta", TrackFindingAlgorithmExaTrkX::NodeFeature::eEta)
+        py::enum_<TrackFindingAlgorithmGnn::NodeFeature>(mex, "NodeFeature")
+            .value("R", TrackFindingAlgorithmGnn::NodeFeature::eR)
+            .value("Phi", TrackFindingAlgorithmGnn::NodeFeature::ePhi)
+            .value("Z", TrackFindingAlgorithmGnn::NodeFeature::eZ)
+            .value("X", TrackFindingAlgorithmGnn::NodeFeature::eX)
+            .value("Y", TrackFindingAlgorithmGnn::NodeFeature::eY)
+            .value("Eta", TrackFindingAlgorithmGnn::NodeFeature::eEta)
             .value("ClusterX",
-                   TrackFindingAlgorithmExaTrkX::NodeFeature::eClusterLoc0)
+                   TrackFindingAlgorithmGnn::NodeFeature::eClusterLoc0)
             .value("ClusterY",
-                   TrackFindingAlgorithmExaTrkX::NodeFeature::eClusterLoc1)
+                   TrackFindingAlgorithmGnn::NodeFeature::eClusterLoc1)
             .value("CellCount",
-                   TrackFindingAlgorithmExaTrkX::NodeFeature::eCellCount)
+                   TrackFindingAlgorithmGnn::NodeFeature::eCellCount)
             .value("ChargeSum",
-                   TrackFindingAlgorithmExaTrkX::NodeFeature::eChargeSum);
+                   TrackFindingAlgorithmGnn::NodeFeature::eChargeSum);
 
     // clang-format off
 #define ADD_FEATURE_ENUMS(n) \
   nodeFeatureEnum \
-    .value("Cluster" #n "X", TrackFindingAlgorithmExaTrkX::NodeFeature::eCluster##n##X) \
-    .value("Cluster" #n "Y", TrackFindingAlgorithmExaTrkX::NodeFeature::eCluster##n##Y) \
-    .value("Cluster" #n "Z", TrackFindingAlgorithmExaTrkX::NodeFeature::eCluster##n##Z) \
-    .value("Cluster" #n "R", TrackFindingAlgorithmExaTrkX::NodeFeature::eCluster##n##R) \
-    .value("Cluster" #n "Phi", TrackFindingAlgorithmExaTrkX::NodeFeature::eCluster##n##Phi) \
-    .value("Cluster" #n "Eta", TrackFindingAlgorithmExaTrkX::NodeFeature::eCluster##n##Eta) \
-    .value("CellCount" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eCellCount##n) \
-    .value("ChargeSum" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eChargeSum##n) \
-    .value("LocEta" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eLocEta##n) \
-    .value("LocPhi" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eLocPhi##n) \
-    .value("LocDir0" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eLocDir0##n) \
-    .value("LocDir1" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eLocDir1##n) \
-    .value("LocDir2" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eLocDir2##n) \
-    .value("LengthDir0" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eLengthDir0##n) \
-    .value("LengthDir1" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eLengthDir1##n) \
-    .value("LengthDir2" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eLengthDir2##n) \
-    .value("GlobEta" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eGlobEta##n) \
-    .value("GlobPhi" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eGlobPhi##n) \
-    .value("EtaAngle" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::eEtaAngle##n) \
-    .value("PhiAngle" #n, TrackFindingAlgorithmExaTrkX::NodeFeature::ePhiAngle##n)
+    .value("Cluster" #n "X", TrackFindingAlgorithmGnn::NodeFeature::eCluster##n##X) \
+    .value("Cluster" #n "Y", TrackFindingAlgorithmGnn::NodeFeature::eCluster##n##Y) \
+    .value("Cluster" #n "Z", TrackFindingAlgorithmGnn::NodeFeature::eCluster##n##Z) \
+    .value("Cluster" #n "R", TrackFindingAlgorithmGnn::NodeFeature::eCluster##n##R) \
+    .value("Cluster" #n "Phi", TrackFindingAlgorithmGnn::NodeFeature::eCluster##n##Phi) \
+    .value("Cluster" #n "Eta", TrackFindingAlgorithmGnn::NodeFeature::eCluster##n##Eta) \
+    .value("CellCount" #n, TrackFindingAlgorithmGnn::NodeFeature::eCellCount##n) \
+    .value("ChargeSum" #n, TrackFindingAlgorithmGnn::NodeFeature::eChargeSum##n) \
+    .value("LocEta" #n, TrackFindingAlgorithmGnn::NodeFeature::eLocEta##n) \
+    .value("LocPhi" #n, TrackFindingAlgorithmGnn::NodeFeature::eLocPhi##n) \
+    .value("LocDir0" #n, TrackFindingAlgorithmGnn::NodeFeature::eLocDir0##n) \
+    .value("LocDir1" #n, TrackFindingAlgorithmGnn::NodeFeature::eLocDir1##n) \
+    .value("LocDir2" #n, TrackFindingAlgorithmGnn::NodeFeature::eLocDir2##n) \
+    .value("LengthDir0" #n, TrackFindingAlgorithmGnn::NodeFeature::eLengthDir0##n) \
+    .value("LengthDir1" #n, TrackFindingAlgorithmGnn::NodeFeature::eLengthDir1##n) \
+    .value("LengthDir2" #n, TrackFindingAlgorithmGnn::NodeFeature::eLengthDir2##n) \
+    .value("GlobEta" #n, TrackFindingAlgorithmGnn::NodeFeature::eGlobEta##n) \
+    .value("GlobPhi" #n, TrackFindingAlgorithmGnn::NodeFeature::eGlobPhi##n) \
+    .value("EtaAngle" #n, TrackFindingAlgorithmGnn::NodeFeature::eEtaAngle##n) \
+    .value("PhiAngle" #n, TrackFindingAlgorithmGnn::NodeFeature::ePhiAngle##n)
     // clang-format on
 
     ADD_FEATURE_ENUMS(1);
@@ -162,22 +162,20 @@ void addExaTrkXTrackFinding(Context &ctx) {
   }
 
   ACTS_PYTHON_DECLARE_ALGORITHM(
-      ActsExamples::TrackFindingAlgorithmExaTrkX, mex,
-      "TrackFindingAlgorithmExaTrkX", inputSpacePoints, inputClusters,
-      inputTruthGraph, outputProtoTracks, outputGraph, graphConstructor,
-      edgeClassifiers, trackBuilder, nodeFeatures, featureScales,
-      minMeasurementsPerTrack, geometryIdMap);
+      ActsExamples::TrackFindingAlgorithmGnn, mex, "TrackFindingAlgorithmGnn",
+      inputSpacePoints, inputClusters, inputTruthGraph, outputProtoTracks,
+      outputGraph, graphConstructor, edgeClassifiers, trackBuilder,
+      nodeFeatures, featureScales, minMeasurementsPerTrack, geometryIdMap);
 
   {
-    auto cls =
-        py::class_<Acts::ExaTrkXHook, std::shared_ptr<Acts::ExaTrkXHook>>(
-            mex, "ExaTrkXHook");
+    auto cls = py::class_<Acts::GnnHook, std::shared_ptr<Acts::GnnHook>>(
+        mex, "GnnHook");
   }
 
   {
     using Class = Acts::TruthGraphMetricsHook;
 
-    auto cls = py::class_<Class, Acts::ExaTrkXHook, std::shared_ptr<Class>>(
+    auto cls = py::class_<Class, Acts::GnnHook, std::shared_ptr<Class>>(
                    mex, "TruthGraphMetricsHook")
                    .def(py::init([](const std::vector<std::int64_t> &g,
                                     Logging::Level lvl) {
@@ -194,10 +192,10 @@ void addExaTrkXTrackFinding(Context &ctx) {
   }
 
   {
-    using Class = Acts::ExaTrkXPipeline;
+    using Class = Acts::GnnPipeline;
 
     auto cls =
-        py::class_<Class, std::shared_ptr<Class>>(mex, "ExaTrkXPipeline")
+        py::class_<Class, std::shared_ptr<Class>>(mex, "GnnPipeline")
             .def(py::init(
                      [](std::shared_ptr<GraphConstructionBase> g,
                         std::vector<std::shared_ptr<EdgeClassificationBase>> e,
@@ -208,10 +206,10 @@ void addExaTrkXTrackFinding(Context &ctx) {
                      }),
                  py::arg("graphConstructor"), py::arg("edgeClassifiers"),
                  py::arg("trackBuilder"), py::arg("level"))
-            .def("run", &ExaTrkXPipeline::run, py::arg("features"),
+            .def("run", &GnnPipeline::run, py::arg("features"),
                  py::arg("moduleIds"), py::arg("spacepoints"),
                  py::arg("device") = Acts::Device::Cuda(0),
-                 py::arg("hook") = Acts::ExaTrkXHook{},
+                 py::arg("hook") = Acts::GnnHook{},
                  py::arg("timing") = nullptr);
   }
 
diff --git a/Examples/Python/src/ExaTrkXTrackFindingStub.cpp b/Examples/Python/src/GnnTrackFindingStub.cpp
similarity index 90%
rename from Examples/Python/src/ExaTrkXTrackFindingStub.cpp
rename to Examples/Python/src/GnnTrackFindingStub.cpp
index 79d6b1e9eb4..2e3043dc18b 100644
--- a/Examples/Python/src/ExaTrkXTrackFindingStub.cpp
+++ b/Examples/Python/src/GnnTrackFindingStub.cpp
@@ -11,7 +11,7 @@ struct Context;
 }  // namespace Acts::Python
 
 namespace Acts::Python {
-void addExaTrkXTrackFinding(Context& /*ctx*/) {
+void addGnnTrackFinding(Context& /*ctx*/) {
   // dummy function
 }
 }  // namespace Acts::Python
diff --git a/Examples/Python/src/Input.cpp b/Examples/Python/src/Input.cpp
index 61407bfc5e2..67c53634055 100644
--- a/Examples/Python/src/Input.cpp
+++ b/Examples/Python/src/Input.cpp
@@ -9,7 +9,7 @@
 #include "Acts/Plugins/Python/Utilities.hpp"
 #include "ActsExamples/EventData/Cluster.hpp"
 #include "ActsExamples/Framework/BufferedReader.hpp"
-#include "ActsExamples/Io/Csv/CsvExaTrkXGraphReader.hpp"
+#include "ActsExamples/Io/Csv/CsvGnnGraphReader.hpp"
 #include "ActsExamples/Io/Csv/CsvMeasurementReader.hpp"
 #include "ActsExamples/Io/Csv/CsvMuonSegmentReader.hpp"
 #include "ActsExamples/Io/Csv/CsvMuonSpacePointReader.hpp"
@@ -64,8 +64,8 @@ void addInput(Context& ctx) {
                              "CsvTrackParameterReader", inputDir, inputStem,
                              outputTrackParameters, beamspot);
 
-  ACTS_PYTHON_DECLARE_READER(ActsExamples::CsvExaTrkXGraphReader, mex,
-                             "CsvExaTrkXGraphReader", inputDir, inputStem,
+  ACTS_PYTHON_DECLARE_READER(ActsExamples::CsvGnnGraphReader, mex,
+                             "CsvGnnGraphReader", inputDir, inputStem,
                              outputGraph);
 
   py::class_<ActsExamples::ITrackParamsLookupReader,
diff --git a/Examples/Python/src/ModuleEntry.cpp b/Examples/Python/src/ModuleEntry.cpp
index 98fb686190d..212d9ff7f6b 100644
--- a/Examples/Python/src/ModuleEntry.cpp
+++ b/Examples/Python/src/ModuleEntry.cpp
@@ -69,7 +69,7 @@ void addTGeo(Context& ctx);
 void addJson(Context& ctx);
 void addDetray(Context& ctx);
 void addHepMC3(Context& ctx);
-void addExaTrkXTrackFinding(Context& ctx);
+void addGnnTrackFinding(Context& ctx);
 void addSvg(Context& ctx);
 void addObj(Context& ctx);
 void addOnnx(Context& ctx);
@@ -142,7 +142,7 @@ PYBIND11_MODULE(ActsPythonBindings, m) {
   addTGeo(ctx);
   addDetray(ctx);
   addHepMC3(ctx);
-  addExaTrkXTrackFinding(ctx);
+  addGnnTrackFinding(ctx);
   addObj(ctx);
   addSvg(ctx);
   addOnnx(ctx);
diff --git a/Examples/Python/src/Output.cpp b/Examples/Python/src/Output.cpp
index d410ea8f5bd..d3d219fbc8f 100644
--- a/Examples/Python/src/Output.cpp
+++ b/Examples/Python/src/Output.cpp
@@ -11,7 +11,7 @@
 #include "Acts/Visualization/IVisualization3D.hpp"
 #include "Acts/Visualization/ViewConfig.hpp"
 #include "ActsExamples/Io/Csv/CsvBFieldWriter.hpp"
-#include "ActsExamples/Io/Csv/CsvExaTrkXGraphWriter.hpp"
+#include "ActsExamples/Io/Csv/CsvGnnGraphWriter.hpp"
 #include "ActsExamples/Io/Csv/CsvMeasurementWriter.hpp"
 #include "ActsExamples/Io/Csv/CsvParticleWriter.hpp"
 #include "ActsExamples/Io/Csv/CsvProtoTrackWriter.hpp"
@@ -185,8 +185,8 @@ void addOutput(Context& ctx) {
     register_csv_bfield_writer_binding<Writer::CoordinateType::RZ, false>(w);
   }
 
-  ACTS_PYTHON_DECLARE_WRITER(ActsExamples::CsvExaTrkXGraphWriter, mex,
-                             "CsvExaTrkXGraphWriter", inputGraph, outputDir,
+  ACTS_PYTHON_DECLARE_WRITER(ActsExamples::CsvGnnGraphWriter, mex,
+                             "CsvGnnGraphWriter", inputGraph, outputDir,
                              outputStem);
 
   py::class_<IMaterialWriter, std::shared_ptr<IMaterialWriter>>(
diff --git a/Examples/Python/tests/helpers/__init__.py b/Examples/Python/tests/helpers/__init__.py
index 7fee90602ba..ce5ce0edd23 100644
--- a/Examples/Python/tests/helpers/__init__.py
+++ b/Examples/Python/tests/helpers/__init__.py
@@ -88,12 +88,12 @@
     hashingSeedingEnabled = False
 
 
-exatrkxEnabled = shutil.which("nvidia-smi") is not None
-if exatrkxEnabled:
+gnnEnabled = shutil.which("nvidia-smi") is not None
+if gnnEnabled:
     try:
-        from acts.examples import TrackFindingAlgorithmExaTrkX
+        from acts.examples import TrackFindingAlgorithmGnn
     except ImportError:
-        exatrkxEnabled = False
+        gnnEnabled = False
 
 try:
     import podio
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index d5e53bc5c09..7630202e58a 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -70,9 +70,9 @@ test_root_material_writer__material.root: e3b0c44298fc1c149afbf4c8996fb92427ae41
 test_root_clusters_writer[configPosConstructor]__clusters.root: e842df4fe04eefff3df5f32cd1026e93286be62b8040dc700a2aff557c56dec8
 test_root_clusters_writer[configKwConstructor]__clusters.root: e842df4fe04eefff3df5f32cd1026e93286be62b8040dc700a2aff557c56dec8
 test_root_clusters_writer[kwargsConstructor]__clusters.root: e842df4fe04eefff3df5f32cd1026e93286be62b8040dc700a2aff557c56dec8
-test_exatrkx[cpu-torch]__performance_track_finding.root: 36b3045589c4c17c038dbc87943366f4af4440f7eea6887afb763871ac149b05
-test_exatrkx[gpu-onnx]__performance_track_finding.root: 843ff96aae62062f0006faa01dc099db739135e624d981abaa53c46310d978a0
-test_exatrkx[gpu-torch]__performance_track_finding.root: acecf81b84b7b007070e5b38a93cc71b805d906606094e6dab08c88259526fd0
+test_gnn[cpu-torch]__performance_track_finding.root: 36b3045589c4c17c038dbc87943366f4af4440f7eea6887afb763871ac149b05
+test_gnn[gpu-onnx]__performance_track_finding.root: 843ff96aae62062f0006faa01dc099db739135e624d981abaa53c46310d978a0
+test_gnn[gpu-torch]__performance_track_finding.root: acecf81b84b7b007070e5b38a93cc71b805d906606094e6dab08c88259526fd0
 test_ML_Ambiguity_Solver__performance_finding_ambiML.root: 65cb7a6fc35d5bc2d86636222271430aca41603b2fc3a7141af1ef77b3296015
 test_refitting[generic]__trackstates_gsf_refit.root: c2fa45b0ecb9d85474a9f19bbbcbbbbb0aa2e6ffb3460d63b986b8cc3310915a
 test_refitting[generic]__tracksummary_gsf_refit.root: 53a57ebc559dd78e8c72f7af0963ec9bdcc89bc10522cab5190f3ab9a2b9d5cc
diff --git a/Examples/Python/tests/test_examples.py b/Examples/Python/tests/test_examples.py
index 8adcdef9e5d..030693db56f 100644
--- a/Examples/Python/tests/test_examples.py
+++ b/Examples/Python/tests/test_examples.py
@@ -18,7 +18,7 @@
     dd4hepEnabled,
     hepmc3Enabled,
     pythia8Enabled,
-    exatrkxEnabled,
+    gnnEnabled,
     onnxEnabled,
     hashingSeedingEnabled,
     AssertCollectionExistsAlg,
@@ -1223,8 +1223,8 @@ def test_bfield_writing(tmp_path, seq, assert_root_hash):
 
 @pytest.mark.parametrize("backend", ["onnx", "torch"])
 @pytest.mark.parametrize("hardware", ["cpu", "gpu"])
-@pytest.mark.skipif(not exatrkxEnabled, reason="ExaTrkX environment not set up")
-def test_exatrkx(tmp_path, trk_geo, field, assert_root_hash, backend, hardware):
+@pytest.mark.skipif(not gnnEnabled, reason="Gnn environment not set up")
+def test_gnn(tmp_path, trk_geo, field, assert_root_hash, backend, hardware):
     if backend == "onnx" and hardware == "cpu":
         pytest.skip("Combination of ONNX and CPU not yet supported")
 
@@ -1255,7 +1255,7 @@ def test_exatrkx(tmp_path, trk_geo, field, assert_root_hash, backend, hardware):
         / "Examples"
         / "Scripts"
         / "Python"
-        / "exatrkx.py"
+        / "gnn.py"
     )
     assert script.exists()
     env = os.environ.copy()
diff --git a/Examples/Python/tests/test_misc.py b/Examples/Python/tests/test_misc.py
index 7a5d627106b..fe867c9e071 100644
--- a/Examples/Python/tests/test_misc.py
+++ b/Examples/Python/tests/test_misc.py
@@ -17,7 +17,7 @@
     dd4hepEnabled,
     hepmc3Enabled,
     pythia8Enabled,
-    exatrkxEnabled,
+    gnnEnabled,
     onnxEnabled,
     AssertCollectionExistsAlg,
     failure_threshold,
diff --git a/Examples/Scripts/Python/exatrkx.py b/Examples/Scripts/Python/gnn.py
similarity index 90%
rename from Examples/Scripts/Python/exatrkx.py
rename to Examples/Scripts/Python/gnn.py
index 75947ac2d88..54363eb712d 100755
--- a/Examples/Scripts/Python/exatrkx.py
+++ b/Examples/Scripts/Python/gnn.py
@@ -6,7 +6,7 @@
 
 import acts.examples
 import acts
-from acts.examples.reconstruction import addExaTrkX, ExaTrkXBackend
+from acts.examples.reconstruction import addGnn, GnnBackend
 from acts import UnitConstants as u
 
 from digitization import runDigitization
@@ -35,7 +35,7 @@ def runGNNTrackFinding(
         s=s,
     )
 
-    addExaTrkX(
+    addGnn(
         s,
         trackingGeometry,
         geometrySelection,
@@ -49,12 +49,12 @@ def runGNNTrackFinding(
 
 if "__main__" == __name__:
 
-    backend = ExaTrkXBackend.Torch
+    backend = GnnBackend.Torch
 
     if "onnx" in sys.argv:
-        backend = ExaTrkXBackend.Onnx
+        backend = GnnBackend.Onnx
     if "torch" in sys.argv:
-        backend = ExaTrkXBackend.Torch
+        backend = GnnBackend.Torch
 
     detector = acts.examples.GenericDetector()
     trackingGeometry = detector.trackingGeometry()
@@ -69,7 +69,7 @@ def runGNNTrackFinding(
     digiConfigFile = srcdir / "Examples/Configs/generic-digi-smearing-config.json"
     assert digiConfigFile.exists()
 
-    if backend == ExaTrkXBackend.Torch:
+    if backend == GnnBackend.Torch:
         modelDir = Path.cwd() / "torchscript_models"
         assert (modelDir / "embed.pt").exists()
         assert (modelDir / "filter.pt").exists()
diff --git a/Examples/Scripts/Python/gnn4itk_example.py b/Examples/Scripts/Python/gnn4itk_example.py
index ac178a51384..e58340a1066 100644
--- a/Examples/Scripts/Python/gnn4itk_example.py
+++ b/Examples/Scripts/Python/gnn4itk_example.py
@@ -78,7 +78,7 @@ def runGNN4ITk(
 
     e = acts.examples.NodeFeature
     s.addAlgorithm(
-        acts.examples.TrackFindingAlgorithmExaTrkX(
+        acts.examples.TrackFindingAlgorithmGnn(
             level=logLevel,
             graphConstructor=graphConstructor,
             edgeClassifiers=[edgeClassifier],
diff --git a/Plugins/CMakeLists.txt b/Plugins/CMakeLists.txt
index cd580ab634a..4a382c83a08 100644
--- a/Plugins/CMakeLists.txt
+++ b/Plugins/CMakeLists.txt
@@ -8,7 +8,7 @@ add_component_if(Geant4 PluginGeant4 ACTS_BUILD_PLUGIN_GEANT4)
 add_component_if(GeoModel PluginGeoModel ACTS_BUILD_PLUGIN_GEOMODEL)
 add_component_if(Json PluginJson ACTS_BUILD_PLUGIN_JSON)
 add_component_if(Onnx PluginOnnx ACTS_BUILD_PLUGIN_ONNX)
-add_component_if(ExaTrkX PluginExaTrkX ACTS_BUILD_PLUGIN_EXATRKX)
+add_component_if(Gnn PluginGnn ACTS_BUILD_PLUGIN_GNN)
 add_component_if(Detray PluginDetray ACTS_BUILD_PLUGIN_TRACCC)
 add_component_if(Covfie PluginCovfie ACTS_BUILD_PLUGIN_TRACCC)
 add_component_if(Hashing PluginHashing ACTS_BUILD_PLUGIN_HASHING)
diff --git a/Plugins/ExaTrkX/CMakeLists.txt b/Plugins/ExaTrkX/CMakeLists.txt
deleted file mode 100644
index 2c4ebed4aba..00000000000
--- a/Plugins/ExaTrkX/CMakeLists.txt
+++ /dev/null
@@ -1,121 +0,0 @@
-acts_add_library(
-    PluginExaTrkX
-    SHARED
-    src/ExaTrkXPipeline.cpp
-    src/Tensor.cpp
-    src/BoostTrackBuilding.cpp
-    src/TruthGraphMetricsHook.cpp
-    src/GraphStoreHook.cpp
-    ACTS_INCLUDE_FOLDER include/Acts
-)
-
-if(ACTS_EXATRKX_ENABLE_CUDA)
-    target_compile_definitions(ActsPluginExaTrkX PUBLIC ACTS_EXATRKX_WITH_CUDA)
-    target_sources(
-        ActsPluginExaTrkX
-        PRIVATE src/CudaTrackBuilding.cu src/JunctionRemoval.cu src/Tensor.cu
-    )
-endif()
-
-if(ACTS_EXATRKX_ENABLE_MODULEMAP)
-    target_compile_definitions(
-        ActsPluginExaTrkX
-        PUBLIC ACTS_EXATRKX_WITH_MODULEMAP
-    )
-
-    target_link_libraries(
-        ActsPluginExaTrkX
-        PRIVATE ModuleMapGraph::CPU ModuleMapGraph::GPU
-    )
-    target_sources(ActsPluginExaTrkX PRIVATE src/ModuleMapCuda.cu)
-endif()
-
-if(ACTS_EXATRKX_ENABLE_ONNX)
-    target_sources(ActsPluginExaTrkX PRIVATE src/OnnxEdgeClassifier.cpp)
-    target_link_libraries(ActsPluginExaTrkX PRIVATE onnxruntime::onnxruntime)
-    target_compile_definitions(
-        ActsPluginExaTrkX
-        PUBLIC ACTS_EXATRKX_ONNX_BACKEND
-    )
-endif()
-
-if(ACTS_EXATRKX_ENABLE_TORCH)
-    target_sources(
-        ActsPluginExaTrkX
-        PRIVATE
-            src/TorchEdgeClassifier.cpp
-            src/TorchMetricLearning.cpp
-            src/buildEdges.cpp
-    )
-endif()
-
-if(ACTS_EXATRKX_ENABLE_TENSORRT)
-    find_package(TensorRT REQUIRED)
-    message(STATUS "Found TensorRT ${TensorRT_VERSION}")
-    target_link_libraries(
-        ActsPluginExaTrkX
-        PUBLIC trt::nvinfer trt::nvinfer_plugin
-    )
-    target_sources(ActsPluginExaTrkX PRIVATE src/TensorRTEdgeClassifier.cpp)
-    target_compile_definitions(
-        ActsPluginExaTrkX
-        PUBLIC ACTS_EXATRKX_WITH_TENSORRT
-    )
-endif()
-
-target_include_directories(
-    ActsPluginExaTrkX
-    PUBLIC
-        $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
-        $<INSTALL_INTERFACE:${CMAKE_INSTALL_INCLUDEDIR}>
-)
-
-target_link_libraries(ActsPluginExaTrkX PUBLIC Acts::Core Boost::boost)
-
-target_link_libraries(ActsPluginExaTrkX PRIVATE std::filesystem)
-
-if(ACTS_EXATRKX_ENABLE_CUDA)
-    target_compile_features(ActsPluginExaTrkX PUBLIC cuda_std_20)
-    set_target_properties(
-        ActsPluginExaTrkX
-        PROPERTIES CUDA_STANDARD_REQUIRED ON CUDA_SEPARABLE_COMPILATION OFF
-    )
-    target_compile_options(
-        ActsPluginExaTrkX
-        PRIVATE
-            $<$<COMPILE_LANGUAGE:CUDA>:-g
-            --generate-line-info
-            --expt-relaxed-constexpr
-            --extended-lambda>
-    )
-    target_compile_definitions(
-        ActsPluginExaTrkX
-        PUBLIC CUDA_API_PER_THREAD_DEFAULT_STREAM
-    )
-    target_link_libraries(ActsPluginExaTrkX PUBLIC CUDA::cudart)
-else()
-    target_compile_definitions(ActsPluginExaTrkX PUBLIC ACTS_EXATRKX_CPUONLY)
-endif()
-
-if(ACTS_EXATRKX_ENABLE_TORCH)
-    target_compile_definitions(
-        ActsPluginExaTrkX
-        PUBLIC ACTS_EXATRKX_TORCH_BACKEND
-    )
-    target_link_libraries(ActsPluginExaTrkX PRIVATE ${TORCH_LIBRARIES} frnn)
-    find_package(TorchScatter QUIET)
-    if(NOT TARGET TorchScatter::TorchScatter)
-        message(
-            WARNING
-            "Torch scatter not found, models that rely on torch-scatter will not work"
-        )
-    else()
-        target_link_libraries(
-            ActsPluginExaTrkX
-            PRIVATE TorchScatter::TorchScatter
-        )
-        # Should not discard TorchScatter even if its not needed at this point
-        # since we need the scatter_max operation in the torch script later
-        target_link_options(ActsPluginExaTrkX PUBLIC "-Wl,-no-as-needed")
-    endif()
-endif()
diff --git a/Plugins/Gnn/CMakeLists.txt b/Plugins/Gnn/CMakeLists.txt
new file mode 100644
index 00000000000..e2ab87f8fe8
--- /dev/null
+++ b/Plugins/Gnn/CMakeLists.txt
@@ -0,0 +1,103 @@
+acts_add_library(
+    PluginGnn
+    SHARED
+    src/GnnPipeline.cpp
+    src/Tensor.cpp
+    src/BoostTrackBuilding.cpp
+    src/TruthGraphMetricsHook.cpp
+    src/GraphStoreHook.cpp
+    ACTS_INCLUDE_FOLDER include/Acts
+)
+
+if(ACTS_GNN_ENABLE_CUDA)
+    target_compile_definitions(ActsPluginGnn PUBLIC ACTS_GNN_WITH_CUDA)
+    target_sources(
+        ActsPluginGnn
+        PRIVATE src/CudaTrackBuilding.cu src/JunctionRemoval.cu src/Tensor.cu
+    )
+endif()
+
+if(ACTS_GNN_ENABLE_MODULEMAP)
+    target_compile_definitions(ActsPluginGnn PUBLIC ACTS_GNN_WITH_MODULEMAP)
+
+    target_link_libraries(
+        ActsPluginGnn
+        PRIVATE ModuleMapGraph::CPU ModuleMapGraph::GPU
+    )
+    target_sources(ActsPluginGnn PRIVATE src/ModuleMapCuda.cu)
+endif()
+
+if(ACTS_GNN_ENABLE_ONNX)
+    target_sources(ActsPluginGnn PRIVATE src/OnnxEdgeClassifier.cpp)
+    target_link_libraries(ActsPluginGnn PRIVATE onnxruntime::onnxruntime)
+    target_compile_definitions(ActsPluginGnn PUBLIC ACTS_GNN_ONNX_BACKEND)
+endif()
+
+if(ACTS_GNN_ENABLE_TORCH)
+    target_sources(
+        ActsPluginGnn
+        PRIVATE
+            src/TorchEdgeClassifier.cpp
+            src/TorchMetricLearning.cpp
+            src/buildEdges.cpp
+    )
+endif()
+
+if(ACTS_GNN_ENABLE_TENSORRT)
+    find_package(TensorRT REQUIRED)
+    message(STATUS "Found TensorRT ${TensorRT_VERSION}")
+    target_link_libraries(ActsPluginGnn PUBLIC trt::nvinfer trt::nvinfer_plugin)
+    target_sources(ActsPluginGnn PRIVATE src/TensorRTEdgeClassifier.cpp)
+    target_compile_definitions(ActsPluginGnn PUBLIC ACTS_GNN_WITH_TENSORRT)
+endif()
+
+target_include_directories(
+    ActsPluginGnn
+    PUBLIC
+        $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
+        $<INSTALL_INTERFACE:${CMAKE_INSTALL_INCLUDEDIR}>
+)
+
+target_link_libraries(ActsPluginGnn PUBLIC Acts::Core Boost::boost)
+
+target_link_libraries(ActsPluginGnn PRIVATE std::filesystem)
+
+if(ACTS_GNN_ENABLE_CUDA)
+    target_compile_features(ActsPluginGnn PUBLIC cuda_std_20)
+    set_target_properties(
+        ActsPluginGnn
+        PROPERTIES CUDA_STANDARD_REQUIRED ON CUDA_SEPARABLE_COMPILATION OFF
+    )
+    target_compile_options(
+        ActsPluginGnn
+        PRIVATE
+            $<$<COMPILE_LANGUAGE:CUDA>:-g
+            --generate-line-info
+            --expt-relaxed-constexpr
+            --extended-lambda>
+    )
+    target_compile_definitions(
+        ActsPluginGnn
+        PUBLIC CUDA_API_PER_THREAD_DEFAULT_STREAM
+    )
+    target_link_libraries(ActsPluginGnn PUBLIC CUDA::cudart)
+else()
+    target_compile_definitions(ActsPluginGnn PUBLIC ACTS_GNN_CPUONLY)
+endif()
+
+if(ACTS_GNN_ENABLE_TORCH)
+    target_compile_definitions(ActsPluginGnn PUBLIC ACTS_GNN_TORCH_BACKEND)
+    target_link_libraries(ActsPluginGnn PRIVATE ${TORCH_LIBRARIES} frnn)
+    find_package(TorchScatter QUIET)
+    if(NOT TARGET TorchScatter::TorchScatter)
+        message(
+            WARNING
+            "Torch scatter not found, models that rely on torch-scatter will not work"
+        )
+    else()
+        target_link_libraries(ActsPluginGnn PRIVATE TorchScatter::TorchScatter)
+        # Should not discard TorchScatter even if its not needed at this point
+        # since we need the scatter_max operation in the torch script later
+        target_link_options(ActsPluginGnn PUBLIC "-Wl,-no-as-needed")
+    endif()
+endif()
diff --git a/Plugins/ExaTrkX/README.md b/Plugins/Gnn/README.md
similarity index 72%
rename from Plugins/ExaTrkX/README.md
rename to Plugins/Gnn/README.md
index 5878ce83a15..4cc7772f401 100644
--- a/Plugins/ExaTrkX/README.md
+++ b/Plugins/Gnn/README.md
@@ -1,6 +1,6 @@
-# Exa.TrkX Plugin
+# GNN Plugin
 
-This plugin contains a track finding module based on Graph Neural Networks (GNNs) which is developed by the [Exa.TrkX](https://exatrkx.github.io/) team. More background information can be found in the [documentation](https://acts.readthedocs.io/en/latest/plugins/exatrkx.html).
+This plugin contains a track finding module based on Graph Neural Networks (GNNs). More background information can be found in the [documentation](https://acts.readthedocs.io/en/latest/plugins/gnn.html).
 
 ## Building
 
@@ -8,10 +8,10 @@ To build the plugin, enable the appropriate CMake options:
 
 ```bash
 cmake -B <build> -S <source> \
-  -D ACTS_BUILD_PLUGIN_EXATRKX=ON \
-  -D ACTS_EXATRKX_ENABLE_TORCH=ON/OFF \
-  -D ACTS_EXATRKX_ENABLE_ONNX=ON/OFF \
-  -D ACTS_BUILD_EXAMPLES_EXATRKX=ON \
+  -D ACTS_BUILD_PLUGIN_GNN=ON \
+  -D ACTS_GNN_ENABLE_TORCH=ON/OFF \
+  -D ACTS_GNN_ENABLE_ONNX=ON/OFF \
+  -D ACTS_BUILD_EXAMPLES_GNN=ON \
   -D ACTS_BUILD_EXAMPLES_PYTHON_BINDINGS=ON \
   -D CMAKE_PREFIX_PATH=<path-to-installed-dependencies-if-not-in-default-paths>
 ```
@@ -35,9 +35,9 @@ There were experienced problems with recent GCC 11 versions and CUDA 11.6. A doc
 The Examples of this plugin provide a python-script using the python-bindings to demonstrate the use of the track finding module. The script can be found here:
 
 ```bash
-./Examples/Scripts/Python/ExaTrkX.py          # tries to run torch
-./Examples/Scripts/Python/ExaTrkX.py onnx     # tries to run onnx
-./Examples/Scripts/Python/ExaTrkX.py torch    # tries to run torch
+./Examples/Scripts/Python/Gnn.py          # tries to run torch
+./Examples/Scripts/Python/Gnn.py onnx     # tries to run onnx
+./Examples/Scripts/Python/Gnn.py torch    # tries to run torch
 ```
 
 In order that python can find the `acts.examples` module, set up your `PYTHONPATH` with `source <build>/python/setup.sh`.
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/BoostTrackBuilding.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/BoostTrackBuilding.hpp
similarity index 95%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/BoostTrackBuilding.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/BoostTrackBuilding.hpp
index b1f2b46722e..f57c6198c1f 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/BoostTrackBuilding.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/BoostTrackBuilding.hpp
@@ -8,7 +8,7 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/Stages.hpp"
+#include "Acts/Plugins/Gnn/Stages.hpp"
 #include "Acts/Utilities/Logger.hpp"
 
 #include <memory>
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/CudaTrackBuilding.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/CudaTrackBuilding.hpp
similarity index 96%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/CudaTrackBuilding.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/CudaTrackBuilding.hpp
index 73ade3d889f..82f85190a93 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/CudaTrackBuilding.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/CudaTrackBuilding.hpp
@@ -8,7 +8,7 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/Stages.hpp"
+#include "Acts/Plugins/Gnn/Stages.hpp"
 #include "Acts/Utilities/Logger.hpp"
 
 #include <memory>
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/ExaTrkXPipeline.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/GnnPipeline.hpp
similarity index 84%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/ExaTrkXPipeline.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/GnnPipeline.hpp
index cd6722d3d15..7c0ca2ce8e3 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/ExaTrkXPipeline.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/GnnPipeline.hpp
@@ -8,7 +8,7 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/Stages.hpp"
+#include "Acts/Plugins/Gnn/Stages.hpp"
 #include "Acts/Utilities/Logger.hpp"
 
 #include <chrono>
@@ -19,7 +19,7 @@
 
 namespace Acts {
 
-struct ExaTrkXTiming {
+struct GnnTiming {
   using Duration = std::chrono::duration<float, std::milli>;
 
   Duration graphBuildingTime = Duration{0.f};
@@ -27,16 +27,16 @@ struct ExaTrkXTiming {
   Duration trackBuildingTime = Duration{0.f};
 };
 
-class ExaTrkXHook {
+class GnnHook {
  public:
-  virtual ~ExaTrkXHook() = default;
+  virtual ~GnnHook() = default;
   virtual void operator()(const PipelineTensors & /*tensors*/,
                           const ExecutionContext & /*execCtx*/) const {};
 };
 
-class ExaTrkXPipeline {
+class GnnPipeline {
  public:
-  ExaTrkXPipeline(
+  GnnPipeline(
       std::shared_ptr<GraphConstructionBase> graphConstructor,
       std::vector<std::shared_ptr<EdgeClassificationBase>> edgeClassifiers,
       std::shared_ptr<TrackBuildingBase> trackBuilder,
@@ -46,8 +46,8 @@ class ExaTrkXPipeline {
                                     const std::vector<std::uint64_t> &moduleIds,
                                     std::vector<int> &spacepointIDs,
                                     Acts::Device device,
-                                    const ExaTrkXHook &hook = {},
-                                    ExaTrkXTiming *timing = nullptr) const;
+                                    const GnnHook &hook = {},
+                                    GnnTiming *timing = nullptr) const;
 
  private:
   std::unique_ptr<const Acts::Logger> m_logger;
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/GraphStoreHook.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/GraphStoreHook.hpp
similarity index 88%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/GraphStoreHook.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/GraphStoreHook.hpp
index ea42ba021ec..5d69b98b647 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/GraphStoreHook.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/GraphStoreHook.hpp
@@ -8,11 +8,11 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/ExaTrkXPipeline.hpp"
+#include "Acts/Plugins/Gnn/GnnPipeline.hpp"
 
 namespace Acts {
 
-class GraphStoreHook : public ExaTrkXHook {
+class GraphStoreHook : public GnnHook {
  public:
   using Graph = std::pair<std::vector<std::int64_t>, std::vector<float>>;
 
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/ModuleMapCuda.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/ModuleMapCuda.hpp
similarity index 98%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/ModuleMapCuda.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/ModuleMapCuda.hpp
index f17763cd9ef..ce5c5b216a4 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/ModuleMapCuda.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/ModuleMapCuda.hpp
@@ -16,7 +16,7 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/Stages.hpp"
+#include "Acts/Plugins/Gnn/Stages.hpp"
 #include "Acts/Utilities/Logger.hpp"
 
 #include <memory>
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/OnnxEdgeClassifier.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/OnnxEdgeClassifier.hpp
similarity index 96%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/OnnxEdgeClassifier.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/OnnxEdgeClassifier.hpp
index acee477bacb..9ab830500bc 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/OnnxEdgeClassifier.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/OnnxEdgeClassifier.hpp
@@ -8,7 +8,7 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/Stages.hpp"
+#include "Acts/Plugins/Gnn/Stages.hpp"
 #include "Acts/Utilities/Logger.hpp"
 
 #include <memory>
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/Stages.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/Stages.hpp
similarity index 98%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/Stages.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/Stages.hpp
index e4dffd2548b..bbd745af1a6 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/Stages.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/Stages.hpp
@@ -8,7 +8,7 @@
 
 #pragma once
 
-#include <Acts/Plugins/ExaTrkX/Tensor.hpp>
+#include <Acts/Plugins/Gnn/Tensor.hpp>
 
 #include <cstdint>
 #include <exception>
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/Tensor.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/Tensor.hpp
similarity index 100%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/Tensor.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/Tensor.hpp
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TensorRTEdgeClassifier.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/TensorRTEdgeClassifier.hpp
similarity index 97%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TensorRTEdgeClassifier.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/TensorRTEdgeClassifier.hpp
index 67ccd2f6a14..7f4d93415ea 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TensorRTEdgeClassifier.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/TensorRTEdgeClassifier.hpp
@@ -8,7 +8,7 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/Stages.hpp"
+#include "Acts/Plugins/Gnn/Stages.hpp"
 #include "Acts/Utilities/Logger.hpp"
 
 #include <memory>
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TorchEdgeClassifier.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/TorchEdgeClassifier.hpp
similarity index 96%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TorchEdgeClassifier.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/TorchEdgeClassifier.hpp
index bf4a3ad48e5..ec642ebbe26 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TorchEdgeClassifier.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/TorchEdgeClassifier.hpp
@@ -8,7 +8,7 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/Stages.hpp"
+#include "Acts/Plugins/Gnn/Stages.hpp"
 #include "Acts/Utilities/Logger.hpp"
 
 #include <memory>
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TorchMetricLearning.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/TorchMetricLearning.hpp
similarity index 97%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TorchMetricLearning.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/TorchMetricLearning.hpp
index f5da58f2541..993e23122e0 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TorchMetricLearning.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/TorchMetricLearning.hpp
@@ -8,7 +8,7 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/Stages.hpp"
+#include "Acts/Plugins/Gnn/Stages.hpp"
 #include "Acts/Utilities/Logger.hpp"
 
 #include <memory>
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TruthGraphMetricsHook.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/TruthGraphMetricsHook.hpp
similarity index 84%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TruthGraphMetricsHook.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/TruthGraphMetricsHook.hpp
index b8ce08952bf..5765dfba9c1 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/TruthGraphMetricsHook.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/TruthGraphMetricsHook.hpp
@@ -8,13 +8,13 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/ExaTrkXPipeline.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/CantorEdge.hpp"
+#include "Acts/Plugins/Gnn/GnnPipeline.hpp"
+#include "Acts/Plugins/Gnn/detail/CantorEdge.hpp"
 #include "Acts/Utilities/Logger.hpp"
 
 namespace Acts {
 
-class TruthGraphMetricsHook : public ExaTrkXHook {
+class TruthGraphMetricsHook : public GnnHook {
   std::unique_ptr<const Logger> m_logger;
   std::vector<detail::CantorEdge<std::int64_t>> m_truthGraphCantor;
 
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/CantorEdge.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/CantorEdge.hpp
similarity index 100%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/CantorEdge.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/detail/CantorEdge.hpp
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/ConnectedComponents.cuh b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/ConnectedComponents.cuh
similarity index 98%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/ConnectedComponents.cuh
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/detail/ConnectedComponents.cuh
index c3ee64a7542..d84eaa50e9c 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/ConnectedComponents.cuh
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/ConnectedComponents.cuh
@@ -8,8 +8,8 @@
 
 #pragma once
 
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.cuh"
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.cuh"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.hpp"
 
 #include <cstdint>
 
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/CudaUtils.cuh b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/CudaUtils.cuh
similarity index 100%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/CudaUtils.cuh
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/detail/CudaUtils.cuh
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/CudaUtils.hpp
similarity index 100%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/detail/CudaUtils.hpp
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/JunctionRemoval.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/JunctionRemoval.hpp
similarity index 100%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/JunctionRemoval.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/detail/JunctionRemoval.hpp
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/ModuleMapUtils.cuh b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/ModuleMapUtils.cuh
similarity index 100%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/ModuleMapUtils.cuh
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/detail/ModuleMapUtils.cuh
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/TensorVectorConversion.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/TensorVectorConversion.hpp
similarity index 98%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/TensorVectorConversion.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/detail/TensorVectorConversion.hpp
index 3ff93d2e569..5784b71cae9 100644
--- a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/TensorVectorConversion.hpp
+++ b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/TensorVectorConversion.hpp
@@ -8,7 +8,7 @@
 
 #pragma once
 
-#include <Acts/Plugins/ExaTrkX/Tensor.hpp>
+#include <Acts/Plugins/Gnn/Tensor.hpp>
 
 #include <cstdint>
 #include <vector>
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/Utils.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/Utils.hpp
similarity index 100%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/Utils.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/detail/Utils.hpp
diff --git a/Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/buildEdges.hpp b/Plugins/Gnn/include/Acts/Plugins/Gnn/detail/buildEdges.hpp
similarity index 100%
rename from Plugins/ExaTrkX/include/Acts/Plugins/ExaTrkX/detail/buildEdges.hpp
rename to Plugins/Gnn/include/Acts/Plugins/Gnn/detail/buildEdges.hpp
diff --git a/Plugins/ExaTrkX/src/BoostTrackBuilding.cpp b/Plugins/Gnn/src/BoostTrackBuilding.cpp
similarity index 98%
rename from Plugins/ExaTrkX/src/BoostTrackBuilding.cpp
rename to Plugins/Gnn/src/BoostTrackBuilding.cpp
index e2913b53700..253bc22c68a 100644
--- a/Plugins/ExaTrkX/src/BoostTrackBuilding.cpp
+++ b/Plugins/Gnn/src/BoostTrackBuilding.cpp
@@ -6,7 +6,7 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/BoostTrackBuilding.hpp"
+#include "Acts/Plugins/Gnn/BoostTrackBuilding.hpp"
 
 #include "Acts/Utilities/Zip.hpp"
 
diff --git a/Plugins/ExaTrkX/src/CudaTrackBuilding.cu b/Plugins/Gnn/src/CudaTrackBuilding.cu
similarity index 92%
rename from Plugins/ExaTrkX/src/CudaTrackBuilding.cu
rename to Plugins/Gnn/src/CudaTrackBuilding.cu
index 8e03ffa187b..60094331d47 100644
--- a/Plugins/ExaTrkX/src/CudaTrackBuilding.cu
+++ b/Plugins/Gnn/src/CudaTrackBuilding.cu
@@ -6,11 +6,11 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/CudaTrackBuilding.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/ConnectedComponents.cuh"
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.cuh"
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/JunctionRemoval.hpp"
+#include "Acts/Plugins/Gnn/CudaTrackBuilding.hpp"
+#include "Acts/Plugins/Gnn/detail/ConnectedComponents.cuh"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.cuh"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.hpp"
+#include "Acts/Plugins/Gnn/detail/JunctionRemoval.hpp"
 #include "Acts/Utilities/Zip.hpp"
 
 namespace Acts {
diff --git a/Plugins/ExaTrkX/src/ExaTrkXPipeline.cpp b/Plugins/Gnn/src/GnnPipeline.cpp
similarity index 89%
rename from Plugins/ExaTrkX/src/ExaTrkXPipeline.cpp
rename to Plugins/Gnn/src/GnnPipeline.cpp
index 97f914f2d3c..9a3e4c0dfd2 100644
--- a/Plugins/ExaTrkX/src/ExaTrkXPipeline.cpp
+++ b/Plugins/Gnn/src/GnnPipeline.cpp
@@ -6,12 +6,12 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/ExaTrkXPipeline.hpp"
+#include "Acts/Plugins/Gnn/GnnPipeline.hpp"
 
 #include "Acts/Utilities/Helpers.hpp"
 
-#ifdef ACTS_EXATRKX_WITH_CUDA
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp"
+#ifdef ACTS_GNN_WITH_CUDA
+#include "Acts/Plugins/Gnn/detail/CudaUtils.hpp"
 
 namespace {
 struct CudaStreamGuard {
@@ -27,7 +27,7 @@ struct CudaStreamGuard {
 
 namespace Acts {
 
-ExaTrkXPipeline::ExaTrkXPipeline(
+GnnPipeline::GnnPipeline(
     std::shared_ptr<GraphConstructionBase> graphConstructor,
     std::vector<std::shared_ptr<EdgeClassificationBase>> edgeClassifiers,
     std::shared_ptr<TrackBuildingBase> trackBuilder,
@@ -48,13 +48,13 @@ ExaTrkXPipeline::ExaTrkXPipeline(
   }
 }
 
-std::vector<std::vector<int>> ExaTrkXPipeline::run(
+std::vector<std::vector<int>> GnnPipeline::run(
     std::vector<float> &features, const std::vector<std::uint64_t> &moduleIds,
-    std::vector<int> &spacepointIDs, Acts::Device device,
-    const ExaTrkXHook &hook, ExaTrkXTiming *timing) const {
+    std::vector<int> &spacepointIDs, Acts::Device device, const GnnHook &hook,
+    GnnTiming *timing) const {
   ExecutionContext ctx;
   ctx.device = device;
-#ifdef ACTS_EXATRKX_WITH_CUDA
+#ifdef ACTS_GNN_WITH_CUDA
   std::optional<CudaStreamGuard> streamGuard;
   if (ctx.device.type == Acts::Device::Type::eCUDA) {
     streamGuard.emplace();
diff --git a/Plugins/ExaTrkX/src/GraphStoreHook.cpp b/Plugins/Gnn/src/GraphStoreHook.cpp
similarity index 96%
rename from Plugins/ExaTrkX/src/GraphStoreHook.cpp
rename to Plugins/Gnn/src/GraphStoreHook.cpp
index 70129376ed0..605f46fa291 100644
--- a/Plugins/ExaTrkX/src/GraphStoreHook.cpp
+++ b/Plugins/Gnn/src/GraphStoreHook.cpp
@@ -6,7 +6,7 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/GraphStoreHook.hpp"
+#include "Acts/Plugins/Gnn/GraphStoreHook.hpp"
 
 Acts::GraphStoreHook::GraphStoreHook() {
   m_storedGraph = std::make_unique<Graph>();
diff --git a/Plugins/ExaTrkX/src/JunctionRemoval.cu b/Plugins/Gnn/src/JunctionRemoval.cu
similarity index 98%
rename from Plugins/ExaTrkX/src/JunctionRemoval.cu
rename to Plugins/Gnn/src/JunctionRemoval.cu
index 70e3c8882f1..ca3094b6f9a 100644
--- a/Plugins/ExaTrkX/src/JunctionRemoval.cu
+++ b/Plugins/Gnn/src/JunctionRemoval.cu
@@ -6,9 +6,9 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.cuh"
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/JunctionRemoval.hpp"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.cuh"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.hpp"
+#include "Acts/Plugins/Gnn/detail/JunctionRemoval.hpp"
 
 #include <thrust/count.h>
 #include <thrust/execution_policy.h>
diff --git a/Plugins/ExaTrkX/src/ModuleMapCuda.cu b/Plugins/Gnn/src/ModuleMapCuda.cu
similarity index 99%
rename from Plugins/ExaTrkX/src/ModuleMapCuda.cu
rename to Plugins/Gnn/src/ModuleMapCuda.cu
index a7cab1c45c3..a19aa0deb73 100644
--- a/Plugins/ExaTrkX/src/ModuleMapCuda.cu
+++ b/Plugins/Gnn/src/ModuleMapCuda.cu
@@ -6,10 +6,10 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/ModuleMapCuda.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.cuh"
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/ModuleMapUtils.cuh"
+#include "Acts/Plugins/Gnn/ModuleMapCuda.hpp"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.cuh"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.hpp"
+#include "Acts/Plugins/Gnn/detail/ModuleMapUtils.cuh"
 
 #include <CUDA_graph_creator>
 #include <CUDA_module_map_doublet>
diff --git a/Plugins/ExaTrkX/src/OnnxEdgeClassifier.cpp b/Plugins/Gnn/src/OnnxEdgeClassifier.cpp
similarity index 97%
rename from Plugins/ExaTrkX/src/OnnxEdgeClassifier.cpp
rename to Plugins/Gnn/src/OnnxEdgeClassifier.cpp
index 9c7d1ec4cd0..7ee326ed6c7 100644
--- a/Plugins/ExaTrkX/src/OnnxEdgeClassifier.cpp
+++ b/Plugins/Gnn/src/OnnxEdgeClassifier.cpp
@@ -6,7 +6,7 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/OnnxEdgeClassifier.hpp"
+#include "Acts/Plugins/Gnn/OnnxEdgeClassifier.hpp"
 
 #include <boost/container/static_vector.hpp>
 #include <onnxruntime_cxx_api.h>
@@ -76,14 +76,14 @@ OnnxEdgeClassifier::OnnxEdgeClassifier(const Config &cfg,
       throw std::runtime_error("Invalid log level");
   }
 
-  m_env = std::make_unique<Ort::Env>(onnxLevel, "ExaTrkX - edge classifier");
+  m_env = std::make_unique<Ort::Env>(onnxLevel, "Gnn - edge classifier");
 
   Ort::SessionOptions sessionOptions;
   sessionOptions.SetIntraOpNumThreads(1);
   sessionOptions.SetGraphOptimizationLevel(
       GraphOptimizationLevel::ORT_ENABLE_EXTENDED);
 
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
   ACTS_INFO("Try to add ONNX execution provider for CUDA");
   OrtCUDAProviderOptions cuda_options;
   cuda_options.device_id = 0;
diff --git a/Plugins/ExaTrkX/src/Tensor.cpp b/Plugins/Gnn/src/Tensor.cpp
similarity index 96%
rename from Plugins/ExaTrkX/src/Tensor.cpp
rename to Plugins/Gnn/src/Tensor.cpp
index 99e05e38f68..a7d3ec845a1 100644
--- a/Plugins/ExaTrkX/src/Tensor.cpp
+++ b/Plugins/Gnn/src/Tensor.cpp
@@ -6,10 +6,10 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/Tensor.hpp"
+#include "Acts/Plugins/Gnn/Tensor.hpp"
 
-#ifdef ACTS_EXATRKX_WITH_CUDA
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp"
+#ifdef ACTS_GNN_WITH_CUDA
+#include "Acts/Plugins/Gnn/detail/CudaUtils.hpp"
 #endif
 
 #include <cstring>
@@ -30,7 +30,7 @@ TensorPtr createTensorMemory(std::size_t nbytes,
     return TensorPtr(ptr,
                      [](void *p) { delete[] static_cast<std::byte *>(p); });
   } else {
-#ifdef ACTS_EXATRKX_WITH_CUDA
+#ifdef ACTS_GNN_WITH_CUDA
     assert(execContext.stream.has_value());
     auto stream = *execContext.stream;
     void *ptr{};
@@ -50,7 +50,7 @@ TensorPtr cloneTensorMemory(const TensorPtr &ptr, std::size_t nbytes,
   if (devFrom.isCpu() && to.device.isCpu()) {
     std::memcpy(clone.get(), ptr.get(), nbytes);
   } else {
-#ifdef ACTS_EXATRKX_WITH_CUDA
+#ifdef ACTS_GNN_WITH_CUDA
     assert(to.stream.has_value());
     if (devFrom.isCuda() && to.device.isCuda()) {
       ACTS_CUDA_CHECK(cudaMemcpyAsync(clone.get(), ptr.get(), nbytes,
@@ -80,7 +80,7 @@ std::pair<Tensor<float>, Tensor<std::int64_t>> cudaApplyScoreCut(
 
 void sigmoid(Tensor<float> &tensor, std::optional<cudaStream_t> stream) {
   if (tensor.device().type == Acts::Device::Type::eCUDA) {
-#ifdef ACTS_EXATRKX_WITH_CUDA
+#ifdef ACTS_GNN_WITH_CUDA
     return Acts::detail::cudaSigmoid(tensor, stream.value());
 #else
     throw std::runtime_error(
@@ -104,7 +104,7 @@ std::pair<Tensor<float>, Tensor<std::int64_t>> applyScoreCut(
   ExecutionContext execContext{scores.device(), stream};
 
   if (scores.device().type == Acts::Device::Type::eCUDA) {
-#ifdef ACTS_EXATRKX_WITH_CUDA
+#ifdef ACTS_GNN_WITH_CUDA
     return detail::cudaApplyScoreCut(scores, edgeIndex, cut, stream.value());
 #else
     throw std::runtime_error(
@@ -189,7 +189,7 @@ std::pair<Tensor<std::int64_t>, std::optional<Tensor<float>>> applyEdgeLimit(
                 newEdgeFeatureTensor->data());
     }
   } else {
-#ifdef ACTS_EXATRKX_WITH_CUDA
+#ifdef ACTS_GNN_WITH_CUDA
     ExecutionContext gpuCtx{edgeIndex.device(), stream};
 
     newEdgeIndexTensor = Tensor<std::int64_t>::Create({2, maxEdges}, gpuCtx);
diff --git a/Plugins/ExaTrkX/src/Tensor.cu b/Plugins/Gnn/src/Tensor.cu
similarity index 96%
rename from Plugins/ExaTrkX/src/Tensor.cu
rename to Plugins/Gnn/src/Tensor.cu
index 6d0e47f7d24..f09b89ac1d5 100644
--- a/Plugins/ExaTrkX/src/Tensor.cu
+++ b/Plugins/Gnn/src/Tensor.cu
@@ -6,8 +6,8 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/Tensor.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp"
+#include "Acts/Plugins/Gnn/Tensor.hpp"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.hpp"
 
 #include <thrust/copy.h>
 #include <thrust/count.h>
diff --git a/Plugins/ExaTrkX/src/TensorRTEdgeClassifier.cpp b/Plugins/Gnn/src/TensorRTEdgeClassifier.cpp
similarity index 98%
rename from Plugins/ExaTrkX/src/TensorRTEdgeClassifier.cpp
rename to Plugins/Gnn/src/TensorRTEdgeClassifier.cpp
index 0d57211e4e8..12f08916710 100644
--- a/Plugins/ExaTrkX/src/TensorRTEdgeClassifier.cpp
+++ b/Plugins/Gnn/src/TensorRTEdgeClassifier.cpp
@@ -6,9 +6,9 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/TensorRTEdgeClassifier.hpp"
+#include "Acts/Plugins/Gnn/TensorRTEdgeClassifier.hpp"
 
-#include "Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp"
+#include "Acts/Plugins/Gnn/detail/CudaUtils.hpp"
 
 #include <chrono>
 #include <filesystem>
diff --git a/Plugins/ExaTrkX/src/TorchEdgeClassifier.cpp b/Plugins/Gnn/src/TorchEdgeClassifier.cpp
similarity index 96%
rename from Plugins/ExaTrkX/src/TorchEdgeClassifier.cpp
rename to Plugins/Gnn/src/TorchEdgeClassifier.cpp
index 919c8bc6804..b6e47cab935 100644
--- a/Plugins/ExaTrkX/src/TorchEdgeClassifier.cpp
+++ b/Plugins/Gnn/src/TorchEdgeClassifier.cpp
@@ -6,14 +6,14 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/TorchEdgeClassifier.hpp"
+#include "Acts/Plugins/Gnn/TorchEdgeClassifier.hpp"
 
-#include "Acts/Plugins/ExaTrkX/detail/TensorVectorConversion.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/Utils.hpp"
+#include "Acts/Plugins/Gnn/detail/TensorVectorConversion.hpp"
+#include "Acts/Plugins/Gnn/detail/Utils.hpp"
 
 #include <chrono>
 
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
 #include <c10/cuda/CUDAGuard.h>
 #endif
 
@@ -48,7 +48,7 @@ TorchEdgeClassifier::TorchEdgeClassifier(const Config& cfg,
   ACTS_DEBUG("Using torch version " << TORCH_VERSION_MAJOR << "."
                                     << TORCH_VERSION_MINOR << "."
                                     << TORCH_VERSION_PATCH);
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
   if (!torch::cuda::is_available()) {
     ACTS_INFO("CUDA not available, falling back to CPU");
   }
@@ -82,7 +82,7 @@ PipelineTensors TorchEdgeClassifier::operator()(
   c10::InferenceMode guard(true);
 
   // add a protection to avoid calling for kCPU
-#ifdef ACTS_EXATRKX_CPUONLY
+#ifdef ACTS_GNN_CPUONLY
   assert(device == torch::Device(torch::kCPU));
 #else
   std::optional<c10::cuda::CUDAGuard> device_guard;
diff --git a/Plugins/ExaTrkX/src/TorchMetricLearning.cpp b/Plugins/Gnn/src/TorchMetricLearning.cpp
similarity index 94%
rename from Plugins/ExaTrkX/src/TorchMetricLearning.cpp
rename to Plugins/Gnn/src/TorchMetricLearning.cpp
index 02c60473a55..bfbcb655f43 100644
--- a/Plugins/ExaTrkX/src/TorchMetricLearning.cpp
+++ b/Plugins/Gnn/src/TorchMetricLearning.cpp
@@ -6,12 +6,12 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/TorchMetricLearning.hpp"
+#include "Acts/Plugins/Gnn/TorchMetricLearning.hpp"
 
-#include "Acts/Plugins/ExaTrkX/detail/TensorVectorConversion.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/buildEdges.hpp"
+#include "Acts/Plugins/Gnn/detail/TensorVectorConversion.hpp"
+#include "Acts/Plugins/Gnn/detail/buildEdges.hpp"
 
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
 #include <c10/cuda/CUDAGuard.h>
 #endif
 
@@ -48,7 +48,7 @@ TorchMetricLearning::TorchMetricLearning(const Config &cfg,
   ACTS_DEBUG("Using torch version " << TORCH_VERSION_MAJOR << "."
                                     << TORCH_VERSION_MINOR << "."
                                     << TORCH_VERSION_PATCH);
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
   if (!torch::cuda::is_available()) {
     ACTS_INFO("CUDA not available, falling back to CPU");
   }
@@ -77,7 +77,7 @@ PipelineTensors TorchMetricLearning::operator()(
   c10::InferenceMode guard(true);
 
   // add a protection to avoid calling for kCPU
-#ifdef ACTS_EXATRKX_CPUONLY
+#ifdef ACTS_GNN_CPUONLY
   assert(device == torch::Device(torch::kCPU));
 #else
   std::optional<c10::cuda::CUDAGuard> device_guard;
diff --git a/Plugins/ExaTrkX/src/TruthGraphMetricsHook.cpp b/Plugins/Gnn/src/TruthGraphMetricsHook.cpp
similarity index 98%
rename from Plugins/ExaTrkX/src/TruthGraphMetricsHook.cpp
rename to Plugins/Gnn/src/TruthGraphMetricsHook.cpp
index e5a9a003352..26e56de4cf2 100644
--- a/Plugins/ExaTrkX/src/TruthGraphMetricsHook.cpp
+++ b/Plugins/Gnn/src/TruthGraphMetricsHook.cpp
@@ -6,7 +6,7 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/TruthGraphMetricsHook.hpp"
+#include "Acts/Plugins/Gnn/TruthGraphMetricsHook.hpp"
 
 #include <algorithm>
 
diff --git a/Plugins/ExaTrkX/src/buildEdges.cpp b/Plugins/Gnn/src/buildEdges.cpp
similarity index 97%
rename from Plugins/ExaTrkX/src/buildEdges.cpp
rename to Plugins/Gnn/src/buildEdges.cpp
index 1c0cf5a2ef0..0e66edef52e 100644
--- a/Plugins/ExaTrkX/src/buildEdges.cpp
+++ b/Plugins/Gnn/src/buildEdges.cpp
@@ -6,9 +6,9 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Plugins/ExaTrkX/detail/buildEdges.hpp"
+#include "Acts/Plugins/Gnn/detail/buildEdges.hpp"
 
-#include "Acts/Plugins/ExaTrkX/detail/TensorVectorConversion.hpp"
+#include "Acts/Plugins/Gnn/detail/TensorVectorConversion.hpp"
 #include "Acts/Utilities/Helpers.hpp"
 #include "Acts/Utilities/KDTree.hpp"
 
@@ -19,7 +19,7 @@
 #include <torch/script.h>
 #include <torch/torch.h>
 
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
 #include <cuda.h>
 #include <cuda_runtime_api.h>
 #include <grid/counting_sort.h>
@@ -65,7 +65,7 @@ torch::Tensor Acts::detail::postprocessEdgeTensor(torch::Tensor edges,
 torch::Tensor Acts::detail::buildEdgesFRNN(torch::Tensor &embedFeatures,
                                            float rVal, int kVal,
                                            bool flipDirections) {
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
   const auto device = embedFeatures.device();
 
   const std::int64_t numSpacepoints = embedFeatures.size(0);
@@ -265,7 +265,7 @@ torch::Tensor Acts::detail::buildEdgesKDTree(torch::Tensor &embedFeatures,
 
 torch::Tensor Acts::detail::buildEdges(torch::Tensor &embedFeatures, float rVal,
                                        int kVal, bool flipDirections) {
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
   if (torch::cuda::is_available()) {
     return detail::buildEdgesFRNN(embedFeatures, rVal, kVal, flipDirections);
   } else {
diff --git a/Plugins/ExaTrkX/src/printCudaMemInfo.hpp b/Plugins/Gnn/src/printCudaMemInfo.hpp
similarity index 90%
rename from Plugins/ExaTrkX/src/printCudaMemInfo.hpp
rename to Plugins/Gnn/src/printCudaMemInfo.hpp
index 93032366b62..18cbaf47d09 100644
--- a/Plugins/ExaTrkX/src/printCudaMemInfo.hpp
+++ b/Plugins/Gnn/src/printCudaMemInfo.hpp
@@ -8,17 +8,17 @@
 
 #pragma once
 
-#include <Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp>
+#include <Acts/Plugins/Gnn/detail/CudaUtils.hpp>
 #include <Acts/Utilities/Logger.hpp>
 
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
 #include <cuda_runtime_api.h>
 #endif
 
 namespace {
 
 inline void printCudaMemInfo(const Acts::Logger& logger) {
-#ifndef ACTS_EXATRKX_CPUONLY
+#ifndef ACTS_GNN_CPUONLY
   if (logger.level() == Acts::Logging::VERBOSE) {
     constexpr float kb = 1024;
     constexpr float mb = kb * kb;
diff --git a/Plugins/ExaTrkX/src/runSessionWithIoBinding.hpp b/Plugins/Gnn/src/runSessionWithIoBinding.hpp
similarity index 100%
rename from Plugins/ExaTrkX/src/runSessionWithIoBinding.hpp
rename to Plugins/Gnn/src/runSessionWithIoBinding.hpp
diff --git a/Tests/UnitTests/Plugins/CMakeLists.txt b/Tests/UnitTests/Plugins/CMakeLists.txt
index a76484b8bf0..b32310815cc 100644
--- a/Tests/UnitTests/Plugins/CMakeLists.txt
+++ b/Tests/UnitTests/Plugins/CMakeLists.txt
@@ -1,7 +1,7 @@
 add_subdirectory_if(ActSVG ACTS_BUILD_PLUGIN_ACTSVG)
 add_subdirectory_if(Detray ACTS_BUILD_PLUGIN_TRACCC)
 add_subdirectory_if(DD4hep ACTS_BUILD_PLUGIN_DD4HEP)
-add_subdirectory_if(ExaTrkX ACTS_BUILD_PLUGIN_EXATRKX)
+add_subdirectory_if(Gnn ACTS_BUILD_PLUGIN_GNN)
 add_subdirectory_if(FastJet ACTS_BUILD_PLUGIN_FASTJET)
 add_subdirectory_if(Geant4 ACTS_BUILD_PLUGIN_GEANT4)
 add_subdirectory_if(GeoModel ACTS_BUILD_PLUGIN_GEOMODEL)
diff --git a/Tests/UnitTests/Plugins/ExaTrkX/CMakeLists.txt b/Tests/UnitTests/Plugins/ExaTrkX/CMakeLists.txt
deleted file mode 100644
index bb4d6916fb2..00000000000
--- a/Tests/UnitTests/Plugins/ExaTrkX/CMakeLists.txt
+++ /dev/null
@@ -1,14 +0,0 @@
-set(unittest_extra_libraries ActsPluginExaTrkX)
-
-add_unittest(ExaTrkXBoostTrackBuilding ExaTrkXBoostTrackBuildingTests.cpp)
-add_unittest(ExaTrkXMetricHookTests ExaTrkXMetricHookTests.cpp)
-if(ACTS_EXATRKX_ENABLE_CUDA)
-    add_unittest(ConnectedComponentsCuda ConnectedComponentCudaTests.cu)
-    add_unittest(JunctionRemoval JunctionRemovalTests.cu)
-endif()
-add_unittest(Tensor TensorTests.cpp)
-if(ACTS_EXATRKX_ENABLE_TORCH)
-    set(unittest_extra_libraries ActsPluginExaTrkX ${TORCH_LIBRARIES})
-    add_unittest(ExaTrkXTensorConversion ExaTrkXTensorConversionTests.cpp)
-    add_unittest(ExaTrkXEdgeBuilding ExaTrkXEdgeBuildingTest.cpp)
-endif()
diff --git a/Tests/UnitTests/Plugins/Gnn/CMakeLists.txt b/Tests/UnitTests/Plugins/Gnn/CMakeLists.txt
new file mode 100644
index 00000000000..f87ed1277f7
--- /dev/null
+++ b/Tests/UnitTests/Plugins/Gnn/CMakeLists.txt
@@ -0,0 +1,14 @@
+set(unittest_extra_libraries ActsPluginGnn)
+
+add_unittest(GnnBoostTrackBuilding GnnBoostTrackBuildingTests.cpp)
+add_unittest(GnnMetricHookTests GnnMetricHookTests.cpp)
+if(ACTS_GNN_ENABLE_CUDA)
+    add_unittest(ConnectedComponentsCuda ConnectedComponentCudaTests.cu)
+    add_unittest(JunctionRemoval JunctionRemovalTests.cu)
+endif()
+add_unittest(Tensor TensorTests.cpp)
+if(ACTS_GNN_ENABLE_TORCH)
+    set(unittest_extra_libraries ActsPluginGnn ${TORCH_LIBRARIES})
+    add_unittest(GnnTensorConversion GnnTensorConversionTests.cpp)
+    add_unittest(GnnEdgeBuilding GnnEdgeBuildingTest.cpp)
+endif()
diff --git a/Tests/UnitTests/Plugins/ExaTrkX/ConnectedComponentCudaTests.cu b/Tests/UnitTests/Plugins/Gnn/ConnectedComponentCudaTests.cu
similarity index 99%
rename from Tests/UnitTests/Plugins/ExaTrkX/ConnectedComponentCudaTests.cu
rename to Tests/UnitTests/Plugins/Gnn/ConnectedComponentCudaTests.cu
index fd61e68ee64..1c9d462082d 100644
--- a/Tests/UnitTests/Plugins/ExaTrkX/ConnectedComponentCudaTests.cu
+++ b/Tests/UnitTests/Plugins/Gnn/ConnectedComponentCudaTests.cu
@@ -8,7 +8,7 @@
 
 #include <boost/test/unit_test.hpp>
 
-#include <Acts/Plugins/ExaTrkX/detail/ConnectedComponents.cuh>
+#include <Acts/Plugins/Gnn/detail/ConnectedComponents.cuh>
 
 #include <filesystem>
 #include <fstream>
diff --git a/Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXBoostTrackBuildingTests.cpp b/Tests/UnitTests/Plugins/Gnn/GnnBoostTrackBuildingTests.cpp
similarity index 98%
rename from Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXBoostTrackBuildingTests.cpp
rename to Tests/UnitTests/Plugins/Gnn/GnnBoostTrackBuildingTests.cpp
index e4a9a203b44..2fd313a3caa 100644
--- a/Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXBoostTrackBuildingTests.cpp
+++ b/Tests/UnitTests/Plugins/Gnn/GnnBoostTrackBuildingTests.cpp
@@ -8,7 +8,7 @@
 
 #include <boost/test/unit_test.hpp>
 
-#include "Acts/Plugins/ExaTrkX/BoostTrackBuilding.hpp"
+#include "Acts/Plugins/Gnn/BoostTrackBuilding.hpp"
 #include "Acts/Utilities/Helpers.hpp"
 
 #include <algorithm>
diff --git a/Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXEdgeBuildingTest.cpp b/Tests/UnitTests/Plugins/Gnn/GnnEdgeBuildingTest.cpp
similarity index 97%
rename from Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXEdgeBuildingTest.cpp
rename to Tests/UnitTests/Plugins/Gnn/GnnEdgeBuildingTest.cpp
index b4219c83ba9..56776fc05f6 100644
--- a/Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXEdgeBuildingTest.cpp
+++ b/Tests/UnitTests/Plugins/Gnn/GnnEdgeBuildingTest.cpp
@@ -8,9 +8,9 @@
 
 #include <boost/test/unit_test.hpp>
 
-#include "Acts/Plugins/ExaTrkX/detail/CantorEdge.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/TensorVectorConversion.hpp"
-#include "Acts/Plugins/ExaTrkX/detail/buildEdges.hpp"
+#include "Acts/Plugins/Gnn/detail/CantorEdge.hpp"
+#include "Acts/Plugins/Gnn/detail/TensorVectorConversion.hpp"
+#include "Acts/Plugins/Gnn/detail/buildEdges.hpp"
 
 #include <algorithm>
 #include <cassert>
diff --git a/Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXMetricHookTests.cpp b/Tests/UnitTests/Plugins/Gnn/GnnMetricHookTests.cpp
similarity index 98%
rename from Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXMetricHookTests.cpp
rename to Tests/UnitTests/Plugins/Gnn/GnnMetricHookTests.cpp
index b41557d9271..bad21654bcc 100644
--- a/Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXMetricHookTests.cpp
+++ b/Tests/UnitTests/Plugins/Gnn/GnnMetricHookTests.cpp
@@ -8,7 +8,7 @@
 
 #include <boost/test/unit_test.hpp>
 
-#include "Acts/Plugins/ExaTrkX/TruthGraphMetricsHook.hpp"
+#include "Acts/Plugins/Gnn/TruthGraphMetricsHook.hpp"
 
 #include <cassert>
 
diff --git a/Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXTensorConversionTests.cpp b/Tests/UnitTests/Plugins/Gnn/GnnTensorConversionTests.cpp
similarity index 97%
rename from Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXTensorConversionTests.cpp
rename to Tests/UnitTests/Plugins/Gnn/GnnTensorConversionTests.cpp
index a1e74db14e7..671c6067535 100644
--- a/Tests/UnitTests/Plugins/ExaTrkX/ExaTrkXTensorConversionTests.cpp
+++ b/Tests/UnitTests/Plugins/Gnn/GnnTensorConversionTests.cpp
@@ -8,7 +8,7 @@
 
 #include <boost/test/unit_test.hpp>
 
-#include "Acts/Plugins/ExaTrkX/detail/TensorVectorConversion.hpp"
+#include "Acts/Plugins/Gnn/detail/TensorVectorConversion.hpp"
 
 #include <iostream>
 
diff --git a/Tests/UnitTests/Plugins/ExaTrkX/JunctionRemovalTests.cu b/Tests/UnitTests/Plugins/Gnn/JunctionRemovalTests.cu
similarity index 98%
rename from Tests/UnitTests/Plugins/ExaTrkX/JunctionRemovalTests.cu
rename to Tests/UnitTests/Plugins/Gnn/JunctionRemovalTests.cu
index 1e3bbf12c4f..18c0933f3ff 100644
--- a/Tests/UnitTests/Plugins/ExaTrkX/JunctionRemovalTests.cu
+++ b/Tests/UnitTests/Plugins/Gnn/JunctionRemovalTests.cu
@@ -8,8 +8,8 @@
 
 #include <boost/test/unit_test.hpp>
 
-#include <Acts/Plugins/ExaTrkX/detail/CudaUtils.hpp>
-#include <Acts/Plugins/ExaTrkX/detail/JunctionRemoval.hpp>
+#include <Acts/Plugins/Gnn/detail/CudaUtils.hpp>
+#include <Acts/Plugins/Gnn/detail/JunctionRemoval.hpp>
 
 #include <algorithm>
 #include <numeric>
diff --git a/Tests/UnitTests/Plugins/ExaTrkX/TensorTests.cpp b/Tests/UnitTests/Plugins/Gnn/TensorTests.cpp
similarity index 98%
rename from Tests/UnitTests/Plugins/ExaTrkX/TensorTests.cpp
rename to Tests/UnitTests/Plugins/Gnn/TensorTests.cpp
index c0620266636..d836026ab7b 100644
--- a/Tests/UnitTests/Plugins/ExaTrkX/TensorTests.cpp
+++ b/Tests/UnitTests/Plugins/Gnn/TensorTests.cpp
@@ -8,9 +8,9 @@
 
 #include <boost/test/unit_test.hpp>
 
-#include <Acts/Plugins/ExaTrkX/Tensor.hpp>
+#include <Acts/Plugins/Gnn/Tensor.hpp>
 
-#ifdef ACTS_EXATRKX_WITH_CUDA
+#ifdef ACTS_GNN_WITH_CUDA
 #include <cuda_runtime_api.h>
 #endif
 
@@ -171,7 +171,7 @@ BOOST_AUTO_TEST_CASE(tensor_edge_limit_cpu) {
   testEdgeLimit(execContextCpu);
 }
 
-#ifdef ACTS_EXATRKX_WITH_CUDA
+#ifdef ACTS_GNN_WITH_CUDA
 
 const Acts::ExecutionContext execContextCuda{Acts::Device::Cuda(0),
                                              cudaStreamLegacy};
diff --git a/cmake/ActsConfig.cmake.in b/cmake/ActsConfig.cmake.in
index 98dbfb64e8c..bc379090bca 100644
--- a/cmake/ActsConfig.cmake.in
+++ b/cmake/ActsConfig.cmake.in
@@ -81,21 +81,21 @@ endif()
 if (PluginHashing IN_LIST Acts_COMPONENTS)
   find_dependency(Annoy @ANNOY_VERSION@ CONFIG EXACT)
 endif()
-if (PluginExaTrkX IN_LIST Acts_COMPONENTS)
-  if (@ACTS_EXATRKX_ENABLE_TORCH@)
+if (PluginGnn IN_LIST Acts_COMPONENTS)
+  if (@ACTS_GNN_ENABLE_TORCH@)
     find_dependency(Torch CONFIG)
   endif()
-  if (@ACTS_EXATRKX_ENABLE_CUDA@)
+  if (@ACTS_GNN_ENABLE_CUDA@)
     enable_language(CUDA)
     find_dependency(CUDAToolkit)
   endif()
-  if (@ACTS_EXATRKX_ENABLE_MODULEMAP@)
+  if (@ACTS_GNN_ENABLE_MODULEMAP@)
     find_dependency(ModuleMapGraph CONFIG)
   endif()
-  if (@ACTS_EXATRKX_ENABLE_ONNX@)
+  if (@ACTS_GNN_ENABLE_ONNX@)
     find_dependency(onnxruntime @_acts_onnxruntime_version@)
   endif()
-  if (@ACTS_EXATRKX_ENABLE_TENSORRT@)
+  if (@ACTS_GNN_ENABLE_TENSORRT@)
     find_dependency(TensorRT)
   endif()
 endif()
diff --git a/docs/Doxyfile b/docs/Doxyfile
index 0aa5b6cc9da..96b9fbda6da 100644
--- a/docs/Doxyfile
+++ b/docs/Doxyfile
@@ -167,7 +167,7 @@ STRIP_FROM_INC_PATH    = ../Core/include \
                          ../Plugins/Geant4/include \
                          ../Plugins/Json/include \
                          ../Plugins/Root/include \
-                         ../Plugins/ExaTrkX/include
+                         ../Plugins/Gnn/include
 
 # If the SHORT_NAMES tag is set to YES, doxygen will generate much shorter (but
 # less readable) file names. This can be useful is your file systems doesn't
@@ -780,7 +780,7 @@ INPUT                  = ../Core/include \
                          ../Plugins/Json/include \
                          ../Plugins/Onnx/include \
                          ../Plugins/Root/include \
-                         ../Plugins/ExaTrkX/include \
+                         ../Plugins/Gnn/include \
 
 # This tag can be used to specify the character encoding of the source files
 # that doxygen parses. Internally doxygen uses the UTF-8 encoding. Doxygen uses
diff --git a/docs/core/reconstruction/pattern_recognition/track_finding.md b/docs/core/reconstruction/pattern_recognition/track_finding.md
index 4d60dd69e7f..b6fa2ba825c 100644
--- a/docs/core/reconstruction/pattern_recognition/track_finding.md
+++ b/docs/core/reconstruction/pattern_recognition/track_finding.md
@@ -71,4 +71,4 @@ accessor and the measurement calibrator can be found among the examples
 
 ## Machine-Learning based Track Finding
 
-There is a lot of research ongoing about machine-learning based approaches to Track Finding. Because these are not yet stable and bullet-prove, there are no such algorithms distributed with the core library. However, there exists a [plugin](exatrkxplugin), that implements the *Exa.TrkX* algorithm in ACTS.
+There is a lot of research ongoing about machine-learning based approaches to Track Finding. Because these are not yet stable and bullet-prove, there are no such algorithms distributed with the core library. However, there exists a [plugin](gnnplugin), that implements the *GNN* algorithm in ACTS.
diff --git a/docs/getting_started.md b/docs/getting_started.md
index 8c04981c05e..6b5b0aecaf3 100644
--- a/docs/getting_started.md
+++ b/docs/getting_started.md
@@ -31,17 +31,17 @@ The following dependencies are required to build the ACTS core library:
 The following dependencies are optional and are needed to build additional
 components:
 
-- [CUDA](https://developer.nvidia.com/cuda-zone) for the CUDA plugin and the Exa.TrkX plugin and its examples
+- [CUDA](https://developer.nvidia.com/cuda-zone) for the CUDA plugin and the GNN plugin and its examples
 - [DD4hep](http://dd4hep.cern.ch) >= 1.11 for the DD4hep plugin and some examples
 - [Doxygen](http://doxygen.org) >= 1.8.15 for the documentation
 - [Geant4](https://geant4.org/) for some examples
 - [HepMC](https://gitlab.cern.ch/hepmc/HepMC3) >= 3.2.1 for some examples
 - [Intel Threading Building Blocks](https://github.com/oneapi-src/oneTBB) >= 2020.1 for the examples
-- [ONNX Runtime](https://onnxruntime.ai/) >= 1.12.0 for the ONNX plugin, the Exa.TrkX plugin and some examples
+- [ONNX Runtime](https://onnxruntime.ai/) >= 1.12.0 for the ONNX plugin, the GNN plugin and some examples
 - [Pythia8](https://pythia.org) for some examples
 - [ROOT](https://root.cern.ch) >= 6.20 for the ROOT plugin and the examples
 - [Sphinx](https://www.sphinx-doc.org) >= 2.0 with [Breathe](https://breathe.readthedocs.io/en/latest/), [Exhale](https://exhale.readthedocs.io/en/latest/), and [recommonmark](https://recommonmark.readthedocs.io/en/latest/index.html) extensions for the documentation
-- [libtorch](https://pytorch.org/cppdocs/installing.html) for the Exa.TrkX plugin
+- [libtorch](https://pytorch.org/cppdocs/installing.html) for the GNN plugin
 - [Pybind11](https://github.com/pybind/pybind11) for the Python bindings of the examples
 - [FastJet](http://fastjet.fr/) >= 3.4.0 for the FastJet plugin
 
@@ -280,12 +280,12 @@ components.
 | ACTS_BUILD_PLUGIN_GEOMODEL          | Build GeoModel plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                             |
 | ACTS_BUILD_PLUGIN_TRACCC            | Build Traccc plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                               |
 | ACTS_BUILD_PLUGIN_GEANT4            | Build Geant4 plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                               |
-| ACTS_BUILD_PLUGIN_EXATRKX           | Build the Exa.TrkX plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                         |
-| ACTS_EXATRKX_ENABLE_ONNX            | Build the Onnx backend for the exatrkx<br>plugin<br> type: `bool`, default: `OFF`                                                                                                                                                  |
-| ACTS_EXATRKX_ENABLE_TORCH           | Build the torchscript backend for the<br>exatrkx plugin<br> type: `bool`, default: `ON`                                                                                                                                            |
-| ACTS_EXATRKX_ENABLE_CUDA            | Enable CUDA for the exatrkx plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                |
-| ACTS_EXATRKX_ENABLE_MODULEMAP       | Enable Module-Map-based graph<br>construction<br> type: `bool`, default: `OFF`                                                                                                                                                     |
-| ACTS_EXATRKX_ENABLE_TENSORRT        | Enable the native TensorRT inference<br>modules<br> type: `bool`, default: `OFF`                                                                                                                                                   |
+| ACTS_BUILD_PLUGIN_GNN               | Build the GNN plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                              |
+| ACTS_GNN_ENABLE_ONNX                | Build the Onnx backend for the gnn<br>plugin<br> type: `bool`, default: `OFF`                                                                                                                                                      |
+| ACTS_GNN_ENABLE_TORCH               | Build the torchscript backend for the<br>gnn plugin<br> type: `bool`, default: `ON`                                                                                                                                                |
+| ACTS_GNN_ENABLE_CUDA                | Enable CUDA for the gnn plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                    |
+| ACTS_GNN_ENABLE_MODULEMAP           | Enable Module-Map-based graph<br>construction<br> type: `bool`, default: `OFF`                                                                                                                                                     |
+| ACTS_GNN_ENABLE_TENSORRT            | Enable the native TensorRT inference<br>modules<br> type: `bool`, default: `OFF`                                                                                                                                                   |
 | ACTS_BUILD_PLUGIN_JSON              | Build json plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                                 |
 | ACTS_BUILD_PLUGIN_ONNX              | Build ONNX plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                                 |
 | ACTS_BUILD_PLUGIN_ROOT              | Build ROOT plugin<br> type: `bool`, default: `OFF`                                                                                                                                                                                 |
@@ -297,7 +297,7 @@ components.
 | ACTS_BUILD_EXAMPLES_DD4HEP          | Build DD4hep-based code in the examples<br> type: `bool`, default: `OFF`                                                                                                                                                           |
 | ACTS_BUILD_EXAMPLES_EDM4HEP         | Build EDM4hep-based code in the examples<br> type: `bool`, default: `OFF`                                                                                                                                                          |
 | ACTS_BUILD_EXAMPLES_PODIO           | Build Podio-based code in the examples<br> type: `bool`, default: `OFF`                                                                                                                                                            |
-| ACTS_BUILD_EXAMPLES_EXATRKX         | Build the Exa.TrkX example code<br> type: `bool`, default: `OFF`                                                                                                                                                                   |
+| ACTS_BUILD_EXAMPLES_GNN             | Build the GNN example code<br> type: `bool`, default: `OFF`                                                                                                                                                                        |
 | ACTS_BUILD_EXAMPLES_GEANT4          | Build Geant4-based code in the examples<br> type: `bool`, default: `OFF`                                                                                                                                                           |
 | ACTS_BUILD_EXAMPLES_HASHING         | Build Hashing-based code in the examples<br> type: `bool`, default: `OFF`                                                                                                                                                          |
 | ACTS_BUILD_EXAMPLES_PYTHIA8         | Build Pythia8-based code in the examples<br> type: `bool`, default: `OFF`                                                                                                                                                          |
diff --git a/docs/plugins/exatrkx.md b/docs/plugins/gnn.md
similarity index 72%
rename from docs/plugins/exatrkx.md
rename to docs/plugins/gnn.md
index 7e56fd74338..d5af249bd36 100644
--- a/docs/plugins/exatrkx.md
+++ b/docs/plugins/gnn.md
@@ -1,11 +1,11 @@
-(exatrkxplugin)=
-# Exa.TrkX plugin
+(gnnplugin)=
+# GNN plugin
 
-This plugin contains a track finding module based on Graph Neural Networks (GNNs) which is developed by the [Exa.TrkX](https://exatrkx.github.io/) team. Build instructions and dependencies can be found in the [README](https://github.com/acts-project/acts/blob/main/Plugins/ExaTrkX/README.md) of the plugin.
+This plugin contains a track finding module based on the Graph Neural Network (GNN) workflow which is developed within the GNN4ITk team in ATLAS, resembling closely the structure of the training framework [acorn](https://gitlab.cern.ch/gnn4itkteam/acorn). Previously, the plugin was had the name Exa.TrkX plugin, named after the Exa.TrkX project. Build instructions and dependencies can be found in the README of the plugin.
 
 ## Stages
 
-The Exa.TrkX pipeline is a multi-stage GNN-based algorithm. In principle, there are three types of stages:
+The GNN pipeline is a multi-stage GNN-based algorithm. In principle, there are three types of stages:
 
 1) **Graph construction**: This stage constructs the initial graph from the space points. Currently, there is only a metric-learning based approach implemented: A neural network tries to learn a mapping that minimizes the distance between points of the same track in the embedded space. In this embedded space then a graph is built using a fixed nearest-neighbor search.
 2) **Edge classification**: In this stage, a graph is taken from the previous stage, and an edge-classification is performed on the edges. This can be done either by a simple feed forward network or by a GNN.
@@ -32,11 +32,9 @@ Graph construction: Metric learning
 The codebase is currently under refactoring, the documentation will be updated once the code has stabilized.
 :::
 
-See [here](https://github.com/acts-project/acts/blob/main/Examples/Scripts/Python/exatrkx.py) for the corresponding python example.
-
 ## Resources
 
 * Talk by *Daniel Murnane* at the [Connecting the Dots 2020](https://indico.cern.ch/event/831165/contributions/3717124/attachments/2024241/3385587/GNNs_for_Track_Finding.pdf)
-* Talk by *Daniel Murnane* at the [vCHEP 2021](https://indico.cern.ch/event/948465/contributions/4323753/attachments/2246789/3810686/Physics%20and%20Computing%20Performance%20of%20the%20ExaTrkX%20TrackML%20Pipeline.pdf)
-* Talk by *Alina Lazar* at the [ACAT 2021](https://indico.cern.ch/event/855454/contributions/4605079/attachments/2357191/4022841/ExaTrkX%20Inference%20-%20ACAT21%20v7.pdf)
+* Talk by *Daniel Murnane* at the [vCHEP 2021](https://indico.cern.ch/event/948465/contributions/4323753/attachments/2246789/3810686/Physics%20and%20Computing%20Performance%20of%20the%20Gnn%20TrackML%20Pipeline.pdf)
+* Talk by *Alina Lazar* at the [ACAT 2021](https://indico.cern.ch/event/855454/contributions/4605079/attachments/2357191/4022841/Gnn%20Inference%20-%20ACAT21%20v7.pdf)
 * Talk by *Benjamin Huth* at the [ICHEP 2022](https://agenda.infn.it/event/28874/contributions/169199/attachments/94163/128944/slides_benjamin_huth_exatkrkx_acts.pdf)
diff --git a/docs/plugins/plugins.rst b/docs/plugins/plugins.rst
index 64a473b03f9..fa4bd32da65 100644
--- a/docs/plugins/plugins.rst
+++ b/docs/plugins/plugins.rst
@@ -9,7 +9,7 @@ dependencies and are thus disabled by default.
    :maxdepth: 1
 
    dd4hep
-   exatrkx
+   gnn
    geant4
    json
    root
diff --git a/thirdparty/README.md b/thirdparty/README.md
index 243479db0aa..8f2c0328a19 100644
--- a/thirdparty/README.md
+++ b/thirdparty/README.md
@@ -34,7 +34,7 @@ CMake instructions to build [Pybind11](https://github.com/pybind/pybind11), whic
 
 ## FRNN
 
-CMake instructions to build [FRNN](https://github.com/lxxue/FRNN), which is used by the Exa.TrkX plugin.
+CMake instructions to build [FRNN](https://github.com/lxxue/FRNN), which is used by the GNN plugin.
 
 ## Algebra plugins
 

From ceee427c1935552954455c3db3508604e5a54c40 Mon Sep 17 00:00:00 2001
From: junggjo9 <junggjo90@gmail.com>
Date: Fri, 22 Aug 2025 01:36:12 +0200
Subject: [PATCH 17/56] feat: Augment geant4_geo script with
 MuonSpacePointDigitization step (#4523)

- Add new algorithm to digitize hits in the muon spectrometer to MuonSpacePoints
*  Truth G4 hits are smeared by either the strip-pitch uncertainty or the drift-radius uncertainty extracted from ATLAS calibration data
* Duplicate hits inside the same straw volume  / on the same virtual strip are removed by dead time
* Visualization of the digitized hits
- Add MUonSpacePoint calibrator to handle the hit uncertainties & also to later calibrate the space points during the segment fitting
---
 .../Algorithms/Digitization/CMakeLists.txt    |   8 +-
 .../Digitization/MuonSpacePointDigitizer.hpp  | 103 ++++
 .../src/MuonSpacePointDigitizer.cpp           | 522 ++++++++++++++++++
 .../TrackFinding/src/MuonHoughSeeder.cpp      |  10 +-
 Examples/Framework/CMakeLists.txt             |   1 +
 .../ActsExamples/EventData/MuonSpacePoint.hpp |  30 +-
 .../EventData/MuonSpacePointCalibrator.hpp    | 157 ++++++
 .../src/EventData/MuonSpacePoint.cpp          |  33 +-
 .../EventData/MuonSpacePointCalibrator.cpp    | 159 ++++++
 Examples/Python/src/Digitization.cpp          |   9 +
 Examples/Scripts/Python/geomodel_G4.py        |  19 +-
 .../src/GeoModelDetectorObjectFactory.cpp     |   2 +-
 12 files changed, 1021 insertions(+), 32 deletions(-)
 create mode 100644 Examples/Algorithms/Digitization/include/ActsExamples/Digitization/MuonSpacePointDigitizer.hpp
 create mode 100644 Examples/Algorithms/Digitization/src/MuonSpacePointDigitizer.cpp
 create mode 100644 Examples/Framework/include/ActsExamples/EventData/MuonSpacePointCalibrator.hpp
 create mode 100644 Examples/Framework/src/EventData/MuonSpacePointCalibrator.cpp

diff --git a/Examples/Algorithms/Digitization/CMakeLists.txt b/Examples/Algorithms/Digitization/CMakeLists.txt
index db3086d2658..6fe0d27f067 100644
--- a/Examples/Algorithms/Digitization/CMakeLists.txt
+++ b/Examples/Algorithms/Digitization/CMakeLists.txt
@@ -7,11 +7,17 @@ acts_add_library(
     src/MeasurementCreation.cpp
     src/DigitizationConfigurator.cpp
     src/ModuleClusters.cpp
+    src/MuonSpacePointDigitizer.cpp
 )
 target_include_directories(
     ActsExamplesDigitization
     PUBLIC $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
 )
-target_link_libraries(ActsExamplesDigitization PUBLIC Acts::ExamplesFramework)
+
+target_link_libraries(
+    ActsExamplesDigitization
+    PUBLIC Acts::ExamplesFramework
+    PRIVATE ROOT::Core ROOT::Geom ROOT::Graf ROOT::Hist ROOT::Gpad
+)
 
 acts_compile_headers(ExamplesDigitization GLOB "include/**/*.hpp")
diff --git a/Examples/Algorithms/Digitization/include/ActsExamples/Digitization/MuonSpacePointDigitizer.hpp b/Examples/Algorithms/Digitization/include/ActsExamples/Digitization/MuonSpacePointDigitizer.hpp
new file mode 100644
index 00000000000..a0f8ae57817
--- /dev/null
+++ b/Examples/Algorithms/Digitization/include/ActsExamples/Digitization/MuonSpacePointDigitizer.hpp
@@ -0,0 +1,103 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#pragma once
+
+#include "Acts/Geometry/TrackingGeometry.hpp"
+#include "Acts/Utilities/Logger.hpp"
+#include "Acts/Utilities/RangeXD.hpp"
+#include "ActsExamples/EventData/MuonSpacePoint.hpp"
+#include "ActsExamples/EventData/MuonSpacePointCalibrator.hpp"
+#include "ActsExamples/EventData/SimHit.hpp"
+#include "ActsExamples/EventData/SimParticle.hpp"
+#include "ActsExamples/Framework/DataHandle.hpp"
+#include "ActsExamples/Framework/IAlgorithm.hpp"
+#include "ActsExamples/Framework/ProcessCode.hpp"
+#include "ActsExamples/Framework/RandomNumbers.hpp"
+
+namespace ActsExamples {
+
+/// Algorithm that turns simulated hits into measurements by truth smearing.
+class MuonSpacePointDigitizer final : public IAlgorithm {
+ public:
+  struct Config {
+    /// @brief Name of the input simulated hits collection
+    std::string inputSimHits{"simhits"};
+    /// @brief Name of the input simulated particles collection
+    std::string inputParticles{"particles_simulated"};
+    /// @brief Name of the output space points collection
+    std::string outputSpacePoints{"MuonSpacePoints"};
+    /// @brief Random number generator service
+    std::shared_ptr<const RandomNumbers> randomNumbers{};
+    /// @brief Pointer to the muon calibrator to fetch the smearing constants
+    std::shared_ptr<const MuonSpacePointCalibrator> calibrator{};
+    /// @brief Pointer to the tracking geometry to fetch the surfaces
+    std::shared_ptr<const Acts::TrackingGeometry> trackingGeometry{};
+    /// @brief Add strip times
+    bool digitizeTime{false};
+    /// @brief Visualize the digitization
+    bool dumpVisualization{true};
+    /// @brief Applied dead time between two consecutive straw hits
+    double strawDeadTime{1. * Acts::UnitConstants::ms};
+    /// @brief Applied dead time between two consecutive rpc hits
+    double rpcDeadTime{50. * Acts::UnitConstants::ns};
+  };
+  /// @brief Constructor
+  MuonSpacePointDigitizer(const Config& cfg, Acts::Logging::Level lvl);
+
+  /// @brief Initialize the digitizer
+  ProcessCode initialize() override;
+  /// @brief Execute the digitization
+  ProcessCode execute(const AlgorithmContext& ctx) const override;
+  /// @brief  Const access to the config
+  const Config& config() const { return m_cfg; }
+
+ private:
+  /// @brief Returns the reference to the configured calibrator
+  const MuonSpacePointCalibrator& calibrator() const;
+  /// @brief Returns the reference to the passed tracking geometry
+  const Acts::TrackingGeometry& trackingGeometry() const;
+  /// @brief  Returns the transformation from the local hit frame into the
+  ///         chamber's surface frame
+  /// @param gctx Geometry context to access the local -> global transform of the surface
+  /// @param hitId Geometry identifier of the hit of interest
+  Acts::Transform3 toSpacePointFrame(
+      const Acts::GeometryContext& gctx,
+      const Acts::GeometryIdentifier& hitId) const;
+  /// @brief Visualizes the digitized space point bucket and plots the
+  ///        measurements on a y-z planes. Truth trajectories of muons
+  ///        are also depicted on the canvas
+  /// @param ctx: Context to fetch the sim particle container
+  /// @param gctx: Geometry context to construct the toSpacePoint transforms
+  /// @param bucket: All space points in the chamber to draw.
+  void visualizeBucket(const AlgorithmContext& ctx,
+                       const Acts::GeometryContext& gctx,
+                       const MuonSpacePointBucket& bucket) const;
+  /// @brief Determines the axis ranges in the z-y plane to draw
+  ///        the measurements on the canvas
+  /// @param bucket: List of all measurements in the chamber
+  Acts::RangeXD<2, double> canvasRanges(
+      const MuonSpacePointBucket& bucket) const;
+  /// @brief Returns whether a surface should be drawn on the canvas
+  /// @param gctx: Geometry context to construct the toSpacePoint transforms
+  /// @param surface: Reference to the surface of question to depict
+  /// @param canvasBoundaries: Visible section on the canvas
+  bool isSurfaceToDraw(const Acts::GeometryContext& gctx,
+                       const Acts::Surface& surface,
+                       const Acts::RangeXD<2, double>& canvasBoundaries) const;
+  /// @brief Configuration of the digitizer
+  Config m_cfg;
+  /// @brief Data handle for the input simulated hits
+  ReadDataHandle<SimHitContainer> m_inputSimHits{this, "InputSimHits"};
+  /// @brief Data handle for the input simulated particles
+  ReadDataHandle<SimParticleContainer> m_inputParticles{this, "G4Particles"};
+  /// @brief Data handle for the output space points
+  WriteDataHandle<MuonSpacePointContainer> m_outputSpacePoints{this,
+                                                               "SpacePoints"};
+};
+}  // namespace ActsExamples
diff --git a/Examples/Algorithms/Digitization/src/MuonSpacePointDigitizer.cpp b/Examples/Algorithms/Digitization/src/MuonSpacePointDigitizer.cpp
new file mode 100644
index 00000000000..fbde28892d4
--- /dev/null
+++ b/Examples/Algorithms/Digitization/src/MuonSpacePointDigitizer.cpp
@@ -0,0 +1,522 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#include "ActsExamples/Digitization/MuonSpacePointDigitizer.hpp"
+
+#include "Acts/Definitions/Units.hpp"
+#include "Acts/Geometry/GeometryContext.hpp"
+#include "Acts/Geometry/VolumeBounds.hpp"
+#include "Acts/Surfaces/LineBounds.hpp"
+#include "Acts/Surfaces/RectangleBounds.hpp"
+#include "Acts/Surfaces/TrapezoidBounds.hpp"
+#include "Acts/Surfaces/detail/LineHelper.hpp"
+#include "Acts/Surfaces/detail/PlanarHelper.hpp"
+#include "Acts/Utilities/ArrayHelpers.hpp"
+#include "Acts/Utilities/Helpers.hpp"
+#include "Acts/Utilities/MathHelpers.hpp"
+#include "Acts/Utilities/StringHelpers.hpp"
+#include "ActsExamples/Digitization/Smearers.hpp"
+#include "ActsExamples/EventData/MuonSpacePoint.hpp"
+
+#include <algorithm>
+#include <format>
+#include <map>
+#include <ranges>
+
+#include "TArrow.h"
+#include "TBox.h"
+#include "TCanvas.h"
+#include "TEllipse.h"
+#include "TH2I.h"
+#include "TROOT.h"
+#include "TStyle.h"
+
+using namespace Acts;
+using namespace detail::LineHelper;
+using namespace PlanarHelper;
+using namespace UnitLiterals;
+
+namespace {
+
+/// @brief Quanitze the hit position to a strip
+/// @param x: Actual traversing of the particle
+/// @param pitch: Pitch between two strips
+constexpr double quantize(const double x, const double pitch) {
+  if (x >= 0.) {
+    return std::max(std::floor(x - 0.5 * pitch) / pitch, 0.) * pitch;
+  }
+  return -quantize(-x, pitch);
+}
+/// @brief Returns the half-height of a trapezoid / rectangular bounds
+/// @param bounds: Rectangle / Trapezoid bounds to fetch the half height from
+double halfHeight(const SurfaceBounds& bounds) {
+  if (bounds.type() == SurfaceBounds::BoundsType::eRectangle) {
+    return static_cast<const RectangleBounds&>(bounds).get(
+        RectangleBounds::eMaxY);
+  }
+  // Trapezoid -> endcap
+  else if (bounds.type() == SurfaceBounds::BoundsType::eTrapezoid) {
+    return static_cast<const TrapezoidBounds&>(bounds).get(
+        TrapezoidBounds::eHalfLengthY);
+  }
+  return std::numeric_limits<double>::max();
+}
+/// @brief Draw a circle at position
+std::unique_ptr<TEllipse> drawCircle(const double x, double y, const double r,
+                                     const int color = kBlack,
+                                     const int fillStyle = 0) {
+  auto circle = std::make_unique<TEllipse>(x, y, r);
+  circle->SetLineColor(color);
+  circle->SetFillStyle(fillStyle);
+  circle->SetLineWidth(1);
+  circle->SetFillColorAlpha(color, 0.2);
+  return circle;
+}
+/// @brief Draw a box at position
+std::unique_ptr<TBox> drawBox(const double cX, const double cY, const double wX,
+                              const double wY, const int color = kBlack,
+                              const int fillStyle = 3344) {
+  auto box = std::make_unique<TBox>(cX - 0.5 * wX, cY - 0.5 * wY, cX + 0.5 * wX,
+                                    cY + 0.5 * wY);
+  box->SetLineColor(color);
+  box->SetFillStyle(fillStyle);
+  box->SetLineWidth(1);
+  box->SetFillColorAlpha(color, 0.2);
+  return box;
+}
+
+constexpr GeometryIdentifier toChamberId(const GeometryIdentifier& id) {
+  return GeometryIdentifier{}.withVolume(id.volume()).withLayer(id.layer());
+}
+
+}  // namespace
+
+namespace ActsExamples {
+
+MuonSpacePointDigitizer::MuonSpacePointDigitizer(const Config& cfg,
+                                                 Logging::Level lvl)
+    : IAlgorithm("MuonSpacePointDigitizer", lvl), m_cfg{cfg} {}
+
+ProcessCode MuonSpacePointDigitizer::initialize() {
+  using enum ActsExamples::ProcessCode;
+  if (!m_cfg.trackingGeometry) {
+    ACTS_ERROR("No tracking geometry was parsed");
+    return ABORT;
+  }
+  if (!m_cfg.randomNumbers) {
+    ACTS_ERROR("No random number generator was parsed");
+    return ABORT;
+  }
+  MuonSpacePointCalibrator::Config calibCfg{};
+  m_cfg.calibrator =
+      std::make_unique<MuonSpacePointCalibrator>(calibCfg, logger().clone());
+
+  if (m_cfg.inputSimHits.empty()) {
+    ACTS_ERROR("No sim hits have been parsed ");
+    return ABORT;
+  }
+  if (m_cfg.inputParticles.empty()) {
+    ACTS_ERROR("No simulated particles were parsed");
+    return ABORT;
+  }
+  if (m_cfg.outputSpacePoints.empty()) {
+    ACTS_ERROR("No output space points were defined");
+    return ABORT;
+  }
+  ACTS_DEBUG("Retrieve sim hits and particles from "
+             << m_cfg.inputSimHits << " & " << m_cfg.inputParticles);
+  ACTS_DEBUG("Write produced space points to " << m_cfg.outputSpacePoints);
+  m_inputSimHits.initialize(m_cfg.inputSimHits);
+  m_inputParticles.initialize(m_cfg.inputParticles);
+  m_outputSpacePoints.initialize(m_cfg.outputSpacePoints);
+  gROOT->SetStyle("ATLAS");
+  return SUCCESS;
+}
+
+const MuonSpacePointCalibrator& MuonSpacePointDigitizer::calibrator() const {
+  assert(m_cfg.calibrator != nullptr);
+  return *m_cfg.calibrator;
+}
+const TrackingGeometry& MuonSpacePointDigitizer::trackingGeometry() const {
+  assert(m_cfg.trackingGeometry != nullptr);
+  return *m_cfg.trackingGeometry;
+}
+Transform3 MuonSpacePointDigitizer::toSpacePointFrame(
+    const GeometryContext& gctx, const GeometryIdentifier& hitId) const {
+  const Surface* hitSurf = trackingGeometry().findSurface(hitId);
+  assert(hitSurf != nullptr);
+
+  /// Fetch the parent volume to express all points in the same coordinate
+  /// system
+  const TrackingVolume* volume =
+      trackingGeometry().findVolume(toChamberId(hitId));
+  assert(volume != nullptr);
+  /// Transformation to the common coordinate system of all space points
+  const Transform3 parentTrf{AngleAxis3{90._degree, Vector3::UnitZ()} *
+                             volume->itransform() * hitSurf->transform(gctx)};
+  ACTS_VERBOSE("Transform into space point frame for surface "
+               << hitId << " is \n"
+               << toString(parentTrf));
+  return parentTrf;
+}
+ProcessCode MuonSpacePointDigitizer::execute(
+    const AlgorithmContext& ctx) const {
+  const SimHitContainer& gotSimHits = m_inputSimHits(ctx);
+  const SimParticleContainer& simParticles = m_inputParticles(ctx);
+  ACTS_DEBUG("Retrieved " << gotSimHits.size() << " hits & "
+                          << simParticles.size() << " associated particles.");
+
+  MuonSpacePointContainer outSpacePoints{};
+
+  GeometryContext gctx{};
+
+  using MuonId_t = MuonSpacePoint::MuonId;
+  auto rndEngine = m_cfg.randomNumbers->spawnGenerator(ctx);
+  /// temporary output container to group the hits per chamber volume
+  std::map<GeometryIdentifier, MuonSpacePointBucket> spacePointsPerChamber{};
+  std::unordered_map<GeometryIdentifier, double> strawTimes{};
+  std::multimap<GeometryIdentifier, std::array<double, 3>> stripTimes{};
+
+  for (const auto& hit : gotSimHits) {
+    const GeometryIdentifier hitId = hit.geometryId();
+
+    const Surface* hitSurf = trackingGeometry().findSurface(hitId);
+    assert(hitSurf != nullptr);
+
+    const Transform3& surfLocToGlob{hitSurf->transform(gctx)};
+
+    // Convert the hit trajectory into local coordinates
+    const Vector3 locPos = surfLocToGlob.inverse() * hit.position();
+    const Vector3 locDir = surfLocToGlob.inverse().linear() * hit.direction();
+
+    const auto& bounds = hitSurf->bounds();
+    ACTS_DEBUG("Process hit: "
+               << toString(locPos) << ", dir: " << toString(locDir)
+               << "recorded in a "
+               << Surface::s_surfaceTypeNames[toUnderlying(hitSurf->type())]
+               << " surface with id: " << hitId << ", bounds: " << bounds);
+    bool convertSp{true};
+
+    MuonSpacePoint newSp{};
+    newSp.setGeometryId(hitId);
+
+    /// Transformation to the common coordinate system of all space points
+    const Transform3 parentTrf{toSpacePointFrame(gctx, hitId)};
+
+    const auto& calibCfg = calibrator().config();
+    switch (hitSurf->type()) {
+      /// Strip measurements
+      using enum Surface::SurfaceType;
+      case Plane: {
+        ACTS_VERBOSE("Hit is recorded in a strip detector ");
+        auto planeCross = intersectPlane(locPos, locDir, Vector3::UnitZ(), 0.);
+        const auto hitPos = planeCross.position();
+        Vector3 smearedHit{Vector3::Zero()};
+        switch (bounds.type()) {
+          case SurfaceBounds::BoundsType::eRectangle: {
+            smearedHit[ePos0] =
+                quantize(hitPos[ePos0], calibCfg.rpcPhiStripPitch);
+            smearedHit[ePos1] =
+                quantize(hitPos[ePos1], calibCfg.rpcEtaStripPitch);
+            ACTS_VERBOSE("Position before "
+                         << toString(hitPos) << ", after smearing"
+                         << toString(smearedHit) << ", " << bounds);
+
+            if (!bounds.inside(Vector2{smearedHit[ePos0], smearedHit[ePos1]})) {
+              convertSp = false;
+              break;
+            }
+            auto ranges = stripTimes.equal_range(hitId);
+            for (auto digitHitItr = ranges.first; digitHitItr != ranges.second;
+                 ++digitHitItr) {
+              const auto& existCoords = digitHitItr->second;
+              /// Same virtual strip point is digitized
+              if (std::abs(existCoords[0] - smearedHit[ePos0]) <
+                      std::numeric_limits<double>::epsilon() &&
+                  std::abs(existCoords[1] - smearedHit[ePos1]) <
+                      std::numeric_limits<double>::epsilon() &&
+                  hit.time() - existCoords[2] < config().rpcDeadTime) {
+                convertSp = false;
+                break;
+              }
+              if (!convertSp) {
+                break;
+              }
+            }
+            /// Mark the
+            stripTimes.insert(std::make_pair(
+                hitId,
+                std::array{smearedHit[ePos0], smearedHit[ePos1], hit.time()}));
+
+            /// Time digitization
+            if (config().digitizeTime) {
+              assert(calibCfg.rpcTimeResolution > 0.);
+              const double stripTime =
+                  (*Digitization::Gauss{calibCfg.rpcTimeResolution}(hit.time(),
+                                                                    rndEngine))
+                      .first;
+              newSp.setTime(stripTime);
+            }
+            newSp.setCovariance(
+                calibCfg.rpcPhiStripPitch, calibCfg.rpcEtaStripPitch,
+                m_cfg.digitizeTime ? calibCfg.rpcTimeResolution : 0.);
+
+            break;
+          }
+          /// Endcap strips not yet available
+          case SurfaceBounds::BoundsType::eTrapezoid:
+            break;
+          default:
+            convertSp = false;
+        }
+        /// Implement a dead time
+        if (convertSp) {
+          newSp.defineCoordinates(
+              Vector3{parentTrf * smearedHit},
+              Vector3{parentTrf.linear() * Vector3::UnitY()},
+              Vector3{parentTrf.linear() * Vector3::UnitX()});
+          MuonId_t id{};
+          /// @todo Refine me using the volume name
+          id.setChamber(MuonId_t::StationName::BIS,
+                        hit.position().z() > 0 ? MuonId_t::DetSide::A
+                                               : MuonId_t::DetSide::C,
+                        1, MuonId_t::TechField::Rpc);
+          id.setCoordFlags(true, true);
+          newSp.setId(id);
+        }
+
+        break;
+      }
+      case Straw: {
+        auto closeApproach =
+            lineIntersect<3>(Vector3::Zero(), Vector3::UnitZ(), locPos, locDir);
+        const auto nominalPos = closeApproach.position();
+        const double unsmearedR = fastHypot(nominalPos.x(), nominalPos.y());
+        ACTS_VERBOSE("Hit is recorded in a straw detector, R: "
+                     << unsmearedR << ", " << bounds);
+
+        const double uncert = calibrator().driftRadiusUncert(unsmearedR);
+        /// Reject unsmearable hits
+        if (uncert <= std::numeric_limits<double>::epsilon()) {
+          convertSp = false;
+          break;
+        }
+        const double driftR =
+            (*Digitization::Gauss{uncert}(unsmearedR, rndEngine)).first;
+        // bounds
+        const auto& lBounds = static_cast<const LineBounds&>(bounds);
+        const double maxR = lBounds.get(LineBounds::eR);
+        const double maxZ = lBounds.get(LineBounds::eHalfLengthZ);
+        /// The generated hit is unphysical
+        if (driftR < 0. || driftR > maxR || std::abs(nominalPos.z()) > maxZ) {
+          convertSp = false;
+          break;
+        }
+        if (auto insertItr =
+                strawTimes.insert(std::make_pair(hitId, hit.time()));
+            !insertItr.second) {
+          if (hit.time() - insertItr.first->second > m_cfg.strawDeadTime) {
+            insertItr.first->second = hit.time();
+          } else {
+            convertSp = false;
+            break;
+          }
+        }
+
+        newSp.setRadius(driftR);
+        newSp.setCovariance(square(0.5 * maxZ),
+                            calibrator().driftRadiusUncert(driftR), 0.);
+        newSp.defineCoordinates(Vector3{parentTrf.translation()},
+                                Vector3{parentTrf.linear() * Vector3::UnitZ()},
+                                Vector3{parentTrf.linear() * Vector3::UnitX()});
+        MuonId_t id{};
+        /// @todo Refine me using the volume name
+        id.setChamber(MuonId_t::StationName::BIS,
+                      hit.position().z() > 0 ? MuonId_t::DetSide::A
+                                             : MuonId_t::DetSide::C,
+                      1, MuonId_t::TechField::Mdt);
+        id.setCoordFlags(true, false);
+        newSp.setId(id);
+        break;
+      }
+      ///
+      default:
+        convertSp = false;
+    }
+
+    if (convertSp) {
+      spacePointsPerChamber[toChamberId(hitId)].push_back(std::move(newSp));
+    }
+  }
+
+  for (auto& [volId, bucket] : spacePointsPerChamber) {
+    std::ranges::sort(bucket,
+                      [](const MuonSpacePoint& a, const MuonSpacePoint& b) {
+                        return a.localPosition().z() < b.localPosition().z();
+                      });
+    if (logger().doPrint(Logging::Level::VERBOSE)) {
+      std::stringstream sstr{};
+      for (const auto& spacePoint : bucket) {
+        sstr << " *** " << spacePoint << std::endl;
+      }
+      ACTS_VERBOSE("Safe " << bucket.size() << " space points for chamber "
+                           << volId << "\n"
+                           << sstr.str());
+    }
+    visualizeBucket(ctx, gctx, bucket);
+    outSpacePoints.push_back(std::move(bucket));
+  }
+  m_outputSpacePoints(ctx, std::move(outSpacePoints));
+
+  return ProcessCode::SUCCESS;
+}
+
+RangeXD<2, double> MuonSpacePointDigitizer::canvasRanges(
+    const MuonSpacePointBucket& bucket) const {
+  RangeXD<2, double> ranges{
+      filledArray<double, 2>(std::numeric_limits<double>::max()),
+      filledArray<double, 2>(-std::numeric_limits<double>::max())};
+  // Extra margin such that the canvas axes don't overlap with the depicted
+  // measurements
+  constexpr double extra = 3._cm;
+  for (const auto& sp : bucket) {
+    const Vector3& pos = sp.localPosition();
+    ranges.expand(0, pos.z() - extra, pos.z() + extra);
+    ranges.expand(1, pos.y() - extra, pos.y() + extra);
+  }
+  return ranges;
+}
+
+bool MuonSpacePointDigitizer::isSurfaceToDraw(
+    const Acts::GeometryContext& gctx, const Surface& surface,
+    const RangeXD<2, double>& canvasBoundaries) const {
+  // Draw only active surfaces
+  if (surface.associatedDetectorElement() == nullptr) {
+    return false;
+  }
+  // surface position in the frame
+  const Vector3 pos =
+      toSpacePointFrame(gctx, surface.geometryId()).translation();
+  const auto& bounds = surface.bounds();
+
+  if (surface.type() == Surface::SurfaceType::Plane) {
+    const double hL{halfHeight(bounds)};
+    // check whether the surface is inside the visible range
+    const double minZ = std::max(pos.z() - hL, canvasBoundaries.min(0));
+    const double maxZ = std::min(pos.z() + hL, canvasBoundaries.max(0));
+    // The maximum is below the left side of the strip plane
+    // or the minimum is above the right side of the plane
+    return maxZ > pos.z() - hL && minZ < pos.z() + hL &&
+           pos.y() > canvasBoundaries.min(1) &&
+           pos.y() < canvasBoundaries.max(1);
+  } else if (surface.type() == Surface::SurfaceType::Straw) {
+    const double r = static_cast<const LineBounds&>(bounds).get(LineBounds::eR);
+    // Check that the straw surface is well embedded on the canvas
+    return pos.y() - r > canvasBoundaries.min(1) &&
+           pos.y() + r < canvasBoundaries.max(1) &&
+           pos.z() - r > canvasBoundaries.min(0) &&
+           pos.z() + r < canvasBoundaries.max(0);
+  }
+
+  return false;
+}
+void MuonSpacePointDigitizer::visualizeBucket(
+    const AlgorithmContext& ctx, const GeometryContext& gctx,
+    const MuonSpacePointBucket& bucket) const {
+  if (!m_cfg.dumpVisualization) {
+    return;
+  }
+  auto canvas = std::make_unique<TCanvas>("can", "can", 600, 600);
+  canvas->cd();
+
+  const GeometryIdentifier chambId = toChamberId(bucket.front().geometryId());
+
+  std::vector<std::unique_ptr<TObject>> primitives{};
+
+  const RangeXD<2, double> canvasBound{canvasRanges(bucket)};
+  /// Draw the frame
+  auto frame = std::make_unique<TH2I>("frame", "frame;z [mm];y [mm]", 1,
+                                      canvasBound.min(0), canvasBound.max(0), 1,
+                                      canvasBound.min(1), canvasBound.max(1));
+  frame->Draw("AXIS");
+
+  // Loop over all surfaces inside the chamber volume to draw the ones covered
+  // by the canvas
+  const TrackingVolume* chambVolume = trackingGeometry().findVolume(chambId);
+  assert(chambVolume != nullptr);
+  chambVolume->apply(overloaded{
+      [this, &canvasBound, &gctx, &primitives](const Surface& surface) {
+        if (!isSurfaceToDraw(gctx, surface, canvasBound)) {
+          return;
+        }
+        const Vector3 pos =
+            toSpacePointFrame(gctx, surface.geometryId()).translation();
+        const auto& bounds = surface.bounds();
+        if (surface.type() == Surface::SurfaceType::Plane) {
+          const double hL{halfHeight(bounds)};
+          const double minZ = std::max(pos.z() - hL, canvasBound.min(0));
+          const double maxZ = std::min(pos.z() + hL, canvasBound.max(0));
+          primitives.push_back(drawBox(0.5 * (minZ + maxZ), pos.y(),
+                                       maxZ - minZ, 0.3_cm, kBlack, 0));
+
+        } else if (surface.type() == Surface::SurfaceType::Straw) {
+          const double r =
+              static_cast<const LineBounds&>(bounds).get(LineBounds::eR);
+          primitives.push_back(drawCircle(pos.z(), pos.y(), r, kBlack, 0));
+        }
+      }});
+
+  for (auto& sp : bucket) {
+    const Vector3& pos = sp.localPosition();
+    if (sp.isStraw()) {
+      primitives.push_back(
+          drawCircle(pos.z(), pos.y(), sp.driftRadius(), kRed, 0));
+    } else {
+      primitives.push_back(
+          drawBox(pos.z(), pos.y(), 3._cm, 0.5_cm, kRed, 1001));
+    }
+  }
+  // Finally draw the muon trajectory
+  const SimHitContainer& gotSimHits = m_inputSimHits(ctx);
+  const SimParticleContainer& simParticles = m_inputParticles(ctx);
+  for (const auto& simHit : gotSimHits) {
+    if (chambId != toChamberId(simHit.geometryId())) {
+      continue;
+    }
+    const auto simPartItr = simParticles.find(simHit.particleId());
+    if (simPartItr == simParticles.end() ||
+        (*simPartItr).hypothesis() != ParticleHypothesis::muon()) {
+      continue;
+    }
+    const auto toSpTrf = toSpacePointFrame(gctx, simHit.geometryId()) *
+                         trackingGeometry()
+                             .findSurface(simHit.geometryId())
+                             ->transform(gctx)
+                             .inverse();
+    const Vector3 pos = toSpTrf * simHit.position();
+    const Vector3 dir = toSpTrf.linear() * simHit.direction();
+    constexpr double arrowL = 1._cm;
+    const Vector3 start = pos - 0.5 * arrowL * dir;
+    const Vector3 end = pos + 0.5 * arrowL * dir;
+    auto arrow =
+        std::make_unique<TArrow>(start.z(), start.y(), end.z(), end.y(), 0.03);
+    arrow->SetLineColor(kBlue + 1);
+    arrow->SetLineWidth(1);
+    arrow->SetLineStyle(kSolid);
+    primitives.push_back(std::move(arrow));
+  }
+
+  for (auto& prim : primitives) {
+    prim->Draw();
+  }
+  canvas->SaveAs(
+      std::format("Event_{}_{}.pdf", ctx.eventNumber, chambVolume->volumeName())
+          .c_str());
+}
+
+}  // namespace ActsExamples
diff --git a/Examples/Algorithms/TrackFinding/src/MuonHoughSeeder.cpp b/Examples/Algorithms/TrackFinding/src/MuonHoughSeeder.cpp
index e8c37bd737c..5bfa8952a79 100644
--- a/Examples/Algorithms/TrackFinding/src/MuonHoughSeeder.cpp
+++ b/Examples/Algorithms/TrackFinding/src/MuonHoughSeeder.cpp
@@ -15,6 +15,7 @@
 
 #include <algorithm>
 #include <cmath>
+#include <format>
 #include <stdexcept>
 
 #include "TBox.h"
@@ -261,10 +262,11 @@ void MuonHoughSeeder::displayMaxima(const AlgorithmContext& ctx,
   TH2D houghHistoForPlot("houghHist", "HoughPlane;tan(#alpha);z0 [mm]",
                          plane.nBinsX(), axis.xMin, axis.xMax, plane.nBinsY(),
                          axis.yMin, axis.yMax);
-  houghHistoForPlot.SetTitle(Form("Station %s, side %s, sector %2d",
-                                  to_string(bucketId.msStation()).c_str(),
-                                  to_string(bucketId.side()).c_str(),
-                                  bucketId.sector()));
+  houghHistoForPlot.SetTitle(std::format("Station {:}, side {:}, sector {:2d}",
+                                         MuonId::toString(bucketId.msStation()),
+                                         MuonId::toString(bucketId.side()),
+                                         bucketId.sector())
+                                 .c_str());
 
   /** Copy the plane content into the histogram */
   for (int bx = 0; bx < houghHistoForPlot.GetNbinsX(); ++bx) {
diff --git a/Examples/Framework/CMakeLists.txt b/Examples/Framework/CMakeLists.txt
index 929559f2840..d69db5d0d55 100644
--- a/Examples/Framework/CMakeLists.txt
+++ b/Examples/Framework/CMakeLists.txt
@@ -6,6 +6,7 @@ acts_add_library(
     ExamplesFramework
     SHARED
     src/EventData/MuonSpacePoint.cpp
+    src/EventData/MuonSpacePointCalibrator.cpp
     src/EventData/Measurement.cpp
     src/EventData/MeasurementCalibration.cpp
     src/EventData/ScalingCalibrator.cpp
diff --git a/Examples/Framework/include/ActsExamples/EventData/MuonSpacePoint.hpp b/Examples/Framework/include/ActsExamples/EventData/MuonSpacePoint.hpp
index 8c225c7dc28..28aed182512 100644
--- a/Examples/Framework/include/ActsExamples/EventData/MuonSpacePoint.hpp
+++ b/Examples/Framework/include/ActsExamples/EventData/MuonSpacePoint.hpp
@@ -10,6 +10,7 @@
 #include "Acts/Definitions/Algebra.hpp"
 #include "Acts/Definitions/Common.hpp"
 #include "Acts/EventData/CompositeSpacePoint.hpp"
+#include "Acts/Geometry/GeometryIdentifier.hpp"
 #include "Acts/Utilities/ArrayHelpers.hpp"
 
 #include <cstdint>
@@ -58,6 +59,12 @@ class MuonSpacePoint {
     };
     /// @brief Detector side encoding
     enum class DetSide : std::int8_t { UnDef = 0, A = 1, C = -1 };
+    /// @brief Print the Identifier's stationName to a string
+    static std::string toString(const StationName st);
+    /// @brief Print the Identifier's technologyField to a string
+    static std::string toString(const TechField tech);
+    /// @brief Print the Identifier's detector side to a string
+    static std::string toString(const DetSide side);
     /// @brief Empty default Identifier constructor
     explicit MuonId() = default;
     /// @brief Default copy constructor
@@ -104,6 +111,8 @@ class MuonSpacePoint {
     /// @param measEta: Flag stating whether the space point measures the precision (eta) coordinate
     /// @param measPhi: Flag stating whether the space point measures the non-precsion (phi) coordinate
     void setCoordFlags(bool measEta, bool measPhi);
+    /// @brief prints the Muon identifier to string
+    std::string toString() const;
 
    private:
     TechField m_tech{TechField::UnDef};
@@ -119,10 +128,16 @@ class MuonSpacePoint {
   MuonSpacePoint() = default;
   /// @brief Copy constructor
   MuonSpacePoint(const MuonSpacePoint& other) = default;
-  /// @brief Move constructor */
+  /// @brief Move constructor
   MuonSpacePoint(MuonSpacePoint&& other) = default;
+  /// @brief Copy assignment
+  MuonSpacePoint& operator=(const MuonSpacePoint& other) = default;
+  /// @brief Move assignment
+  MuonSpacePoint& operator=(MuonSpacePoint&& other) = default;
   /// @brief Returns the Identifier of the space point
   const MuonId& id() const { return m_id; }
+  /// @brief Returnt the geometry Identifier of the space point
+  const Acts::GeometryIdentifier& geometryId() const { return m_geoId; }
   /// @brief Returns the local measurement position
   const Acts::Vector3& localPosition() const { return m_pos; }
   /// @brief Returns the local sensor direction
@@ -159,6 +174,8 @@ class MuonSpacePoint {
   void setTime(const double t);
   /// @brief Define the spatial components of the covariance
   void setCovariance(const double covX, const double covY, const double covT);
+  /// @brief Set the geometry identifier
+  void setGeometryId(const Acts::GeometryIdentifier& geoId);
 
  private:
   MuonId m_id{};
@@ -170,6 +187,7 @@ class MuonSpacePoint {
   std::array<double, 3> m_cov{Acts::filledArray<double, 3>(0.)};
   double m_radius{0.};
   std::optional<double> m_time{std::nullopt};
+  Acts::GeometryIdentifier m_geoId{};
 };
 
 static_assert(Acts::Experimental::CompositeSpacePoint<MuonSpacePoint>);
@@ -179,18 +197,10 @@ static_assert(Acts::Experimental::CompositeSpacePoint<MuonSpacePoint>);
 using MuonSpacePointBucket = std::vector<MuonSpacePoint>;
 using MuonSpacePointContainer = std::vector<MuonSpacePointBucket>;
 
-/// @brief Print the Identifier's stationName to a string
-std::string to_string(const MuonSpacePoint::MuonId::StationName st);
-/// @brief Print the Identifier's technologyField to a string
-std::string to_string(const MuonSpacePoint::MuonId::TechField tech);
-/// @brief Print the Identifier's detector side to a string
-std::string to_string(const MuonSpacePoint::MuonId::DetSide side);
-
-}  // namespace ActsExamples
-
 /// @brief ostream operator of the Muon space point Identifier
 std::ostream& operator<<(std::ostream& ostr,
                          const ActsExamples::MuonSpacePoint::MuonId& id);
 /// @brief osteram operator of the Space point
 std::ostream& operator<<(std::ostream& ostr,
                          const ActsExamples::MuonSpacePoint& sp);
+}  // namespace ActsExamples
diff --git a/Examples/Framework/include/ActsExamples/EventData/MuonSpacePointCalibrator.hpp b/Examples/Framework/include/ActsExamples/EventData/MuonSpacePointCalibrator.hpp
new file mode 100644
index 00000000000..e50755d3886
--- /dev/null
+++ b/Examples/Framework/include/ActsExamples/EventData/MuonSpacePointCalibrator.hpp
@@ -0,0 +1,157 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#pragma once
+
+#include "Acts/Definitions/Units.hpp"
+#include "Acts/Utilities/CalibrationContext.hpp"
+#include "Acts/Utilities/Logger.hpp"
+#include "ActsExamples/EventData/MuonSpacePoint.hpp"
+
+#include <memory>
+
+namespace ActsExamples {
+
+/// @brief Calibration class of MuonSpacePoints primarily designed for hits recorded by the ATLAS experiment
+class MuonSpacePointCalibrator {
+ public:
+  enum class CalibPolyType { Chebychev, Legendre };
+  /// @brief Calibration configuration struct */
+  struct Config {
+    /// @brief Coefficients of the r-t relation parametrised as othogonal polynomial
+    std::vector<double> rtCoefficients{9.0077,  6.7416,    -1.5805,
+                                       0.56482, -0.1911,   0.018885,
+                                       0.03027, -0.034393, 0.023613};
+    ///  @brief Coefficients of the t-r relation as othogonal polynomial
+    std::vector<double> trCoefficients{256.328, 348.773, 118.157, 18.667,
+                                       -6.4899};
+    /// @brief Coefficients of the drift radius uncertainty parameterized as an othogonal polynomial
+    ///        as a function of the drift time
+    std::vector<double> rtUncertCoefficients{0.10833, -0.071956, 0.037702,
+                                             -0.011763};
+    /// @brief Type of the calibration polynomial
+    CalibPolyType rtPolyType{CalibPolyType::Chebychev};
+    /// @brief Type of the calibration polynomial
+    CalibPolyType trPolyType{CalibPolyType::Legendre};
+    /// @brief Type of the calibration polynomial
+    CalibPolyType rtUncertPolyType{CalibPolyType::Chebychev};
+    /// @brief Minimum drift time covered by the r-t relation
+    double minDriftT{0.};
+    /// @brief Maximum drift time covered by the r-t relation
+    double maxDriftT{740.203 * Acts::UnitConstants::ns};
+    /// @brief Minimum radius mapped by the t-r relation
+    double minTubeR{0.065987 * Acts::UnitConstants::mm};
+    /// @brief Maximum radius mapped by the t-r relation
+    double maxTubeR{14.567 * Acts::UnitConstants::mm};
+    /// @brief Propagation velocity of the electronic signal along the wire
+    double propagationV{0.};
+    /// @brief Include trackT0 & time offset in the calibration
+    bool includeTrackT0{false};
+    /// @brief Pitch between two Rpc strips oriented parallel to
+    ///        the Mdt tubes
+    double rpcEtaStripPitch{2.6 * Acts::UnitConstants::cm};
+    /// @brief Pitch between two Rpc strips oriented orthogonal
+    ///     to the Mdt tubes
+    double rpcPhiStripPitch{3.5 * Acts::UnitConstants::cm};
+    /// @brief Time resolution of the Rpc detectors
+    double rpcTimeResolution{0.6 * Acts::UnitConstants::ns};
+  };
+
+  /// @brief default constructor */
+  MuonSpacePointCalibrator(const Config& cfg,
+                           std::unique_ptr<const Acts::Logger> logger);
+  /// @brief Abbrivation of the uncalibrated space point container type
+  using UnCalibSpVec_t = std::vector<const MuonSpacePoint*>;
+  /// @brief Abbrivation to access a single element in the uncalibrated spacepoint container
+  using UnCalibSp_t = UnCalibSpVec_t::value_type;
+  /// @brief Use unique pointer for the calibrated measurements
+  using CalibSp_t = std::unique_ptr<MuonSpacePoint>;
+  /// @brief Use a simple vector of unique_ptrs as container type
+  using CalibSpCont_t = std::vector<CalibSp_t>;
+
+  /// @brief Calibrate a list of input space points
+  /// @param ctx: Calibration context
+  /// @param trackPos: Position of the track expressed in the MuonSpacePoint's frame
+  /// @param trackDir: Direction of the track expressed in the MonSpacePoint's frame
+  /// @param trackT0: Offset in the time of arrival of the track
+  /// @param uncalibCont: List of uncalibrated space points.
+  CalibSpCont_t calibrate(const Acts::CalibrationContext& ctx,
+                          const Acts::Vector3& trackPos,
+                          const Acts::Vector3& trackDir, const double trackT0,
+                          const UnCalibSpVec_t& uncalibCont) const;
+
+  /// @param ctx: Calibration context
+  /// @param trackPos: Position of the track expressed in the MuonSpacePoint's frame
+  /// @param trackDir: Direction of the track expressed in the MonSpacePoint's frame
+  /// @param trackT0: Offset in the time of arrival of the track
+  /// @param spacePoint: Reference to the space point to calibrate
+  /// @param outContainer: Reference to the mutable output container into which the
+  ///                      calibrated space point is appended.
+  void calibrate(const Acts::CalibrationContext& ctx,
+                 const Acts::Vector3& trackPos, const Acts::Vector3& trackDir,
+                 const double trackT0, const MuonSpacePoint& spacePoint,
+                 CalibSpCont_t& outContainer) const;
+  /// @brief Returns the associated drift velocity for a Mdt space point with
+  ///        drift radius R
+  /// @param ctx: Calibration context
+  /// @param sp: Reference to the space point of interest
+  double driftVelocity(const Acts::CalibrationContext& ctx,
+                       const MuonSpacePoint& sp) const;
+  /// @brief Returns the associated drift acceleration for a Mdt space point with
+  ///        drift radius R
+  /// @param ctx: Calibration context
+  /// @param sp: Reference to the space point of interest
+  double driftAcceleration(const Acts::CalibrationContext& ctx,
+                           const MuonSpacePoint& sp) const;
+
+  /// @brief Calculates the drift radius from the drift time of a Mdt
+  ///        measurement
+  /// @param driftTime: Drift time in nanoseconds
+  double driftRadius(const double driftTime) const;
+  /// @brief Calculates the drift radius from the drift time
+  /// @param driftTime: Drift time in nanoseconds
+  double driftVelocity(const double driftTime) const;
+  /// @brief Calculates the drift radius from the drift time
+  /// @param driftTime: Drift time in nanoseconds
+  double driftAcceleration(const double driftTime) const;
+  /// @brief Calculate the drift time from the drift radius
+  /// @param driftRadius: Drift radius in mm
+  double driftTime(const double driftRadius) const;
+  /// @brief Calculates the uncertainty on the drift radius measurement
+  ///        as a function of the drift radius
+  double driftRadiusUncert(const double driftRadius) const;
+  /// @brief  Const access to the config
+  const Config& config() const { return m_cfg; }
+
+ private:
+  /// @brief Evaluate the polynomial or its derivative which is either passed as a
+  ///        series of Legendre or Cheby polynomials
+  /// @param xValue: Unbounded value where the polynomial shall be evaluated
+  /// @param derivative: Order of the derivative to evaluate. 0 is the bare
+  ///                    polynomial itself
+  /// @param polyType: Flag toglging whether the polynomial is Legendre or Cheby
+  /// @param upperBound: Upper boundary of the passable xValues. If exceeded a nullopt
+  ///                    is returned
+  /// @param lowerBound: Lower boundary of the possible xValues. If exceeded a nullopt is returned.
+  ///                    lowerBound & upperBound are used to map the xValue into
+  ///                    the interval [-1;1]
+  /// @param coeffs: List of the coefficient expansion
+  std::optional<double> expandPolySeries(
+      const double xValue, unsigned derivative, const CalibPolyType polyType,
+      const double upperBound, const double lowerBound,
+      const std::vector<double>& coeffs) const;
+
+  const Acts::Logger& logger() const { return *m_logger; }
+
+  std::unique_ptr<const Acts::Logger> m_logger{};
+  Config m_cfg{};
+  /// @brief Boundary values on the drift radius uncertainty
+  double m_minDriftRUncert{driftRadius(m_cfg.minDriftT)};
+  double m_maxDriftRUncert{driftRadius(m_cfg.maxDriftT)};
+};
+}  // namespace ActsExamples
diff --git a/Examples/Framework/src/EventData/MuonSpacePoint.cpp b/Examples/Framework/src/EventData/MuonSpacePoint.cpp
index ccadeb75550..81be1a90495 100644
--- a/Examples/Framework/src/EventData/MuonSpacePoint.cpp
+++ b/Examples/Framework/src/EventData/MuonSpacePoint.cpp
@@ -17,30 +17,32 @@
 
 #include "Acts/Utilities/StringHelpers.hpp"
 
-#include "TString.h"
+#include <format>
+
+namespace ActsExamples {
 
 std::ostream& operator<<(std::ostream& ostr,
                          const ActsExamples::MuonSpacePoint::MuonId& id) {
-  ostr << Form("%s in %2d on %s",
-               ActsExamples::to_string(id.msStation()).c_str(), id.sector(),
-               ActsExamples::to_string(id.side()).c_str());
+  ostr << id.toString();
   return ostr;
 }
 std::ostream& operator<<(std::ostream& ostr,
                          const ActsExamples::MuonSpacePoint& sp) {
-  ostr << "Id: " << sp.id() << ", pos: " << Acts::toString(sp.localPosition())
-       << ", sensor: " << Acts::toString(sp.sensorDirection())
-       << ", covariance: " << sp.covariance()[0] << ", " << sp.covariance()[1]
-       << ", " << sp.covariance()[2];
+  ostr << std::format(
+      "Muon-ID: {}, position: {}, orientation (d/n/o): {}/{}/{}, covariance: "
+      "({:.2f}, {:.2f}, {:.2f})",
+      sp.id().toString(), Acts::toString(sp.localPosition()),
+      Acts::toString(sp.sensorDirection()), Acts::toString(sp.toNextSensor()),
+      Acts::toString(sp.planeNormal()), sp.covariance()[0], sp.covariance()[1],
+      sp.covariance()[2]);
   return ostr;
 }
 
-namespace ActsExamples {
 using TechField = MuonSpacePoint::MuonId::TechField;
 using StationName = MuonSpacePoint::MuonId::StationName;
 using DetSide = MuonSpacePoint::MuonId::DetSide;
 
-std::string to_string(const StationName st) {
+std::string MuonSpacePoint::MuonId::toString(const StationName st) {
   switch (st) {
     case StationName::BIS:
       return "BIS";
@@ -76,7 +78,7 @@ std::string to_string(const StationName st) {
       return "Unknown";
   }
 }
-std::string to_string(const TechField tech) {
+std::string MuonSpacePoint::MuonId::toString(const TechField tech) {
   switch (tech) {
     case TechField::Mdt:
       return "Mdt";
@@ -92,7 +94,7 @@ std::string to_string(const TechField tech) {
       return "Unknown";
   }
 }
-std::string to_string(const DetSide side) {
+std::string MuonSpacePoint::MuonId::toString(const DetSide side) {
   switch (side) {
     case DetSide::A:
       return "A-side";
@@ -102,6 +104,10 @@ std::string to_string(const DetSide side) {
       return "Unknown";
   }
 }
+std::string MuonSpacePoint::MuonId::toString() const {
+  return std::format("{:} in {:2d} on {:}", toString(msStation()), sector(),
+                     toString(side()));
+}
 void MuonSpacePoint::MuonId::setChamber(StationName stName, DetSide side,
                                         int sector, TechField tech) {
   m_stName = stName;
@@ -140,4 +146,7 @@ void MuonSpacePoint::setCovariance(const double covX, const double covY,
 void MuonSpacePoint::setId(const MuonId& id) {
   m_id = id;
 }
+void MuonSpacePoint::setGeometryId(const Acts::GeometryIdentifier& geoId) {
+  m_geoId = geoId;
+}
 }  // namespace ActsExamples
diff --git a/Examples/Framework/src/EventData/MuonSpacePointCalibrator.cpp b/Examples/Framework/src/EventData/MuonSpacePointCalibrator.cpp
new file mode 100644
index 00000000000..9cc0b413585
--- /dev/null
+++ b/Examples/Framework/src/EventData/MuonSpacePointCalibrator.cpp
@@ -0,0 +1,159 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#include "ActsExamples/EventData/MuonSpacePointCalibrator.hpp"
+
+#include "Acts/Surfaces/detail/LineHelper.hpp"
+#include "Acts/Utilities/detail/Polynomials.hpp"
+
+namespace ActsExamples {
+
+using TechField = MuonSpacePoint::MuonId::TechField;
+
+MuonSpacePointCalibrator::MuonSpacePointCalibrator(
+    const Config& cfg, std::unique_ptr<const Acts::Logger> logger)
+    : m_logger{std::move(logger)}, m_cfg{cfg} {}
+MuonSpacePointCalibrator::CalibSpCont_t MuonSpacePointCalibrator::calibrate(
+    const Acts::CalibrationContext& ctx, const Acts::Vector3& trackPos,
+    const Acts::Vector3& trackDir, const double trackT0,
+    const UnCalibSpVec_t& uncalibCont) const {
+  CalibSpCont_t outContainer{};
+  outContainer.reserve(uncalibCont.size());
+  for (const MuonSpacePoint* calibMe : uncalibCont) {
+    calibrate(ctx, trackPos, trackDir, trackT0, *calibMe, outContainer);
+  }
+  return outContainer;
+}
+
+void MuonSpacePointCalibrator::calibrate(
+    const Acts::CalibrationContext& /*ctx*/, const Acts::Vector3& trackPos,
+    const Acts::Vector3& trackDir, const double trackT0,
+    const MuonSpacePoint& spacePoint, CalibSpCont_t& outContainer) const {
+  using namespace Acts::detail::LineHelper;
+  auto calibSp = std::make_unique<MuonSpacePoint>(spacePoint);
+  const Acts::Intersection3D closePoint =
+      lineIntersect<3>(trackPos, trackDir, spacePoint.localPosition(),
+                       spacePoint.sensorDirection());
+
+  switch (spacePoint.id().technology()) {
+    using enum TechField;
+    case Mdt: {
+      if (closePoint.isValid()) {
+        calibSp->defineCoordinates(Acts::Vector3{closePoint.position()},
+                                   Acts::Vector3{spacePoint.sensorDirection()},
+                                   Acts::Vector3{spacePoint.toNextSensor()});
+
+        double driftT = driftTime(spacePoint.driftRadius());
+        if (m_cfg.includeTrackT0) {
+          driftT -= trackT0;
+        }
+        calibSp->setRadius(driftRadius(driftT));
+      }
+      break;
+    }
+    /** Micromega & sTGC technology don't re-adjust the time */
+    case Tgc:
+    case Mm:
+    case sTgc: {
+      if (closePoint.isValid() &&
+          (!spacePoint.id().measuresEta() || !spacePoint.id().measuresPhi())) {
+        calibSp->defineCoordinates(Acts::Vector3{closePoint.position()},
+                                   Acts::Vector3{spacePoint.sensorDirection()},
+                                   Acts::Vector3{spacePoint.toNextSensor()});
+      }
+      break;
+    }
+    case Rpc: {
+      /** TODO: Add time adjustment taking the signal propagation time into
+       * account */
+      if (closePoint.isValid() &&
+          (!spacePoint.id().measuresEta() || !spacePoint.id().measuresPhi())) {
+        calibSp->defineCoordinates(Acts::Vector3{closePoint.position()},
+                                   Acts::Vector3{spacePoint.sensorDirection()},
+                                   Acts::Vector3{spacePoint.toNextSensor()});
+      }
+      break;
+    }
+    default:
+      break;
+  }
+  outContainer.push_back(std::move(calibSp));
+}
+
+std::optional<double> MuonSpacePointCalibrator::expandPolySeries(
+    const double x, unsigned derivative, const CalibPolyType polyType,
+    const double upperBound, const double lowerBound,
+    const std::vector<double>& coeffs) const {
+  if (x < lowerBound || x > upperBound) {
+    ACTS_VERBOSE("Parsed x:" << x << " is outside of the configured range ["
+                             << lowerBound << ", " << upperBound << "]");
+    return std::nullopt;
+  }
+  const double intervalNorm = 2. / (upperBound - lowerBound);
+  const double xNorm = intervalNorm * (x - 0.5 * (upperBound + lowerBound));
+  const double chainFactor = Acts::pow(intervalNorm, derivative);
+  double result{0.};
+  const auto N = static_cast<std::uint32_t>(coeffs.size());
+  for (std::uint32_t k = 0; k < N; ++k) {
+    switch (polyType) {
+      case CalibPolyType::Chebychev:
+        result +=
+            Acts::detail::chebychevPolyTn(xNorm, k, derivative) * coeffs[k];
+        break;
+      case CalibPolyType::Legendre:
+        result += Acts::detail::legendrePoly(xNorm, k, derivative) * coeffs[k];
+        break;
+    }
+  }
+  return result * chainFactor;
+}
+
+double MuonSpacePointCalibrator::driftRadius(const double driftTime) const {
+  return expandPolySeries(driftTime, 0u, m_cfg.rtPolyType, m_cfg.maxDriftT,
+                          m_cfg.minDriftT, m_cfg.rtCoefficients)
+      .value_or(0.);
+}
+double MuonSpacePointCalibrator::driftRadiusUncert(
+    const double driftRadius) const {
+  return expandPolySeries(driftTime(driftRadius), 0u, m_cfg.rtPolyType,
+                          m_cfg.maxDriftT, m_cfg.minDriftT,
+                          m_cfg.rtCoefficients)
+      .value_or(0.);
+}
+double MuonSpacePointCalibrator::driftVelocity(const double driftTime) const {
+  return expandPolySeries(driftTime, 1u, m_cfg.rtPolyType, m_cfg.maxDriftT,
+                          m_cfg.minDriftT, m_cfg.rtCoefficients)
+      .value_or(0.);
+}
+double MuonSpacePointCalibrator::driftAcceleration(
+    const double driftTime) const {
+  return expandPolySeries(driftTime, 2u, m_cfg.rtPolyType, m_cfg.maxDriftT,
+                          m_cfg.minDriftT, m_cfg.rtCoefficients)
+      .value_or(m_cfg.minTubeR);
+}
+double MuonSpacePointCalibrator::driftTime(const double driftRadius) const {
+  return expandPolySeries(driftRadius, 0, m_cfg.trPolyType, m_cfg.maxTubeR,
+                          m_cfg.minTubeR, m_cfg.trCoefficients)
+      .value_or(m_cfg.minDriftT);
+}
+
+double MuonSpacePointCalibrator::driftVelocity(
+    const Acts::CalibrationContext& /*ctx*/, const MuonSpacePoint& sp) const {
+  return sp.id().technology() == MuonSpacePoint::MuonId::TechField::Mdt
+             ? driftVelocity(driftTime(sp.driftRadius()))
+             : 0.;
+}
+
+double MuonSpacePointCalibrator::driftAcceleration(
+    const Acts::CalibrationContext& /*ctx*/, const MuonSpacePoint& sp) const {
+  return sp.id().technology() == MuonSpacePoint::MuonId::TechField::Mdt
+             ? driftAcceleration(driftTime(sp.driftRadius()))
+             : 0.;
+}
+
+}  // namespace ActsExamples
diff --git a/Examples/Python/src/Digitization.cpp b/Examples/Python/src/Digitization.cpp
index 39074c4862c..667c7e78769 100644
--- a/Examples/Python/src/Digitization.cpp
+++ b/Examples/Python/src/Digitization.cpp
@@ -12,6 +12,7 @@
 #include "ActsExamples/Digitization/DigitizationConfig.hpp"
 #include "ActsExamples/Digitization/DigitizationConfigurator.hpp"
 #include "ActsExamples/Digitization/DigitizationCoordinatesConverter.hpp"
+#include "ActsExamples/Digitization/MuonSpacePointDigitizer.hpp"
 #include "ActsExamples/Io/Json/JsonDigitizationConfig.hpp"
 
 #include <array>
@@ -71,6 +72,14 @@ void addDigitization(Context& ctx) {
                  std::pair<GeometryIdentifier, DigiComponentsConfig>>>());
   }
 
+  ACTS_PYTHON_DECLARE_ALGORITHM(
+      ActsExamples::MuonSpacePointDigitizer, mex, "MuonSpacePointDigitizer",
+      inputSimHits, inputParticles, outputSpacePoints, randomNumbers,
+      /// @todo: Expose <calibrator> to python bindings
+      trackingGeometry, digitizeTime, dumpVisualization, strawDeadTime
+
+  );
+
   {
     using DC = DigitizationConfigurator;
     auto dc = py::class_<DC>(mex, "DigitizationConfigurator").def(py::init<>());
diff --git a/Examples/Scripts/Python/geomodel_G4.py b/Examples/Scripts/Python/geomodel_G4.py
index f612ec9a0b3..9b8feb5b2a0 100644
--- a/Examples/Scripts/Python/geomodel_G4.py
+++ b/Examples/Scripts/Python/geomodel_G4.py
@@ -156,21 +156,32 @@ def main():
     field = acts.ConstantBField(acts.Vector3(0, 0, 0 * u.T))
 
     trackingGeometryBuilder = gm.GeoModelMuonMockupBuilder(
-        gmBuilderConfig, "GeoModelMuonMockupBuilder", acts.logging.INFO
+        gmBuilderConfig, "GeoModelMuonMockupBuilder", logLevel
     )
 
     trackingGeometry = detector.buildTrackingGeometry(gContext, trackingGeometryBuilder)
 
-    runGeant4(
+    algSequence = runGeant4(
         detector=detector,
         trackingGeometry=trackingGeometry,
         field=field,
         outputDir=args.outDir,
         volumeMappings=gmFactoryConfig.nameList,
         events=args.nEvents,
-    ).run()
+    )
+
+    from acts.examples import MuonSpacePointDigitizer
+
+    digiAlg = MuonSpacePointDigitizer(
+        randomNumbers=acts.examples.RandomNumbers(),
+        trackingGeometry=trackingGeometry,
+        dumpVisualization=True,
+        digitizeTime=True,
+        level=logLevel,
+    )
+    algSequence.addAlgorithm(digiAlg)
 
-    # runPropagation(trackingGeometry, field, args.outDir).run()
+    algSequence.run()
 
     wb = WhiteBoard(acts.logging.INFO)
 
diff --git a/Plugins/GeoModel/src/GeoModelDetectorObjectFactory.cpp b/Plugins/GeoModel/src/GeoModelDetectorObjectFactory.cpp
index 33ba1cd7a5b..b633c1f2877 100644
--- a/Plugins/GeoModel/src/GeoModelDetectorObjectFactory.cpp
+++ b/Plugins/GeoModel/src/GeoModelDetectorObjectFactory.cpp
@@ -51,7 +51,7 @@ void GeoModelDetectorObjectFactory::construct(Cache &cache,
 
     /** Full physical volumes represent  logical detector units.*/
     for (const auto &[name, physVol] : qFPV) {
-      ACTS_INFO("Convert volume " << name);
+      ACTS_DEBUG("Convert volume " << name);
       convertFpv(name, physVol, cache, gctx);
     }
   }

From 24d2caa3e072e0c01eb7ffc015efb75029bef618 Mon Sep 17 00:00:00 2001
From: junggjo9 <junggjo90@gmail.com>
Date: Fri, 22 Aug 2025 09:44:22 +0200
Subject: [PATCH 18/56] chore: CompSpacePointAuxillaries Make the residual idx
 a strong enum (#4572)

- Turn the residualIdx into a strong enum
---
 .../detail/CompSpacePointAuxiliaries.hpp      |  17 +--
 .../src/Seeding/CompSpacePointAuxiliaries.cpp | 111 +++++++++---------
 .../Core/Seeding/StrawLineResidualTest.cpp    |  45 +++----
 3 files changed, 93 insertions(+), 80 deletions(-)

diff --git a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp
index 3f407693eb0..e354f1378ca 100644
--- a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp
+++ b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp
@@ -59,19 +59,22 @@ class CompSpacePointAuxiliaries {
   using LineIndex = Line_t::ParIndex;
   using Vector = Line_t::Vector;
   enum class FitParIndex : std::uint8_t {
-    x0 = static_cast<std::uint8_t>(LineIndex::x0),
-    y0 = static_cast<std::uint8_t>(LineIndex::y0),
-    theta = static_cast<std::uint8_t>(LineIndex::theta),
-    phi = static_cast<std::uint8_t>(LineIndex::phi),
+    x0 = toUnderlying(LineIndex::x0),
+    y0 = toUnderlying(LineIndex::y0),
+    theta = toUnderlying(LineIndex::theta),
+    phi = toUnderlying(LineIndex::phi),
     t0 = 4,  // time offset
     nPars = 5
   };
-  static constexpr std::uint8_t s_nPars =
-      static_cast<std::uint8_t>(FitParIndex::nPars);
+  static constexpr auto s_nPars = toUnderlying(FitParIndex::nPars);
   /// @brief Prints a fit parameter as string
   static std::string parName(const FitParIndex idx);
   /// @brief Assignment of the residual components.
-  enum ResidualIdx : std::uint8_t { nonBending = 0, bending = 1, time = 2 };
+  enum class ResidualIdx : std::uint8_t {
+    nonBending = 0,
+    bending = 1,
+    time = 2
+  };
   /// @brief Configuration object of the residual calculator
   struct Config {
     /// @brief Transform to place the composite station frame inside the
diff --git a/Core/src/Seeding/CompSpacePointAuxiliaries.cpp b/Core/src/Seeding/CompSpacePointAuxiliaries.cpp
index b1e518f4a20..d526c254659 100644
--- a/Core/src/Seeding/CompSpacePointAuxiliaries.cpp
+++ b/Core/src/Seeding/CompSpacePointAuxiliaries.cpp
@@ -23,7 +23,12 @@ double angle(const Vector& v1, const Vector& v2) {
   return std::acos(std::clamp(v1.dot(v2), -1., 1.)) / 1_degree;
 }
 constexpr double s_tolerance = 1.e-12;
-
+constexpr auto bendingComp =
+    toUnderlying(CompSpacePointAuxiliaries::ResidualIdx::bending);
+constexpr auto nonBendingComp =
+    toUnderlying(CompSpacePointAuxiliaries::ResidualIdx::nonBending);
+constexpr auto timeComp =
+    toUnderlying(CompSpacePointAuxiliaries::ResidualIdx::time);
 }  // namespace
 
 std::string CompSpacePointAuxiliaries::parName(const FitParIndex idx) {
@@ -135,7 +140,7 @@ bool CompSpacePointAuxiliaries::updateStrawResidual(const Line_t& line,
   // Distance from the segment line to the tube wire
   const double lineDist = m_projDir.cross(wireDir).dot(hitMinSeg);
   const double resVal = lineDist - driftRadius;
-  m_residual = resVal * Vector::Unit(bending);
+  m_residual = resVal * Vector::Unit(bendingComp);
 
   // Calculate the first derivative of the residual
   for (const auto partial : m_cfg.parsToUse) {
@@ -146,14 +151,14 @@ bool CompSpacePointAuxiliaries::updateStrawResidual(const Line_t& line,
       ACTS_VERBOSE("updateStrawResidual() - Partial "
                    << parName(partial) << ": " << toString(m_gradProjDir[pIdx])
                    << ", residual grad: " << partialDist);
-      m_gradient[pIdx] = partialDist * Vector::Unit(bending);
+      m_gradient[pIdx] = partialDist * Vector::Unit(bendingComp);
 
     } else if (isPositionParam(partial)) {
       const double partialDist = -m_projDir.cross(wireDir).dot(
           line.gradient(static_cast<LineIndex>(partial)));
       ACTS_VERBOSE("updateStrawResidual() - Partial " << parName(partial)
                                                       << ": " << partialDist);
-      m_gradient[pIdx] = partialDist * Vector3::Unit(bending);
+      m_gradient[pIdx] = partialDist * Vector3::Unit(bendingComp);
     }
   }
 
@@ -190,18 +195,18 @@ bool CompSpacePointAuxiliaries::updateStrawResidual(const Line_t& line,
         // clang-format off
         const double partialSqDist = m_hessianProjDir[projDirHess].cross(wireDir).dot(hitMinSeg);
         // clang-format on
-        m_hessian[resIdx] = partialSqDist * Vector3::Unit(bending);
+        m_hessian[resIdx] = partialSqDist * Vector3::Unit(bendingComp);
       } else {
         /// Angular & Spatial mixed terms
         const auto angParam = isDirectionParam(partial1) ? hIdx1 : hIdx2;
         const auto posParam = static_cast<LineIndex>(
             isDirectionParam(partial1) ? partial2 : partial1);
         // clang-format off
-        m_hessian[resIdx] = -m_gradProjDir[angParam].cross(wireDir).dot(line.gradient(posParam)) * Vector3::Unit(bending);
+        m_hessian[resIdx] = -m_gradProjDir[angParam].cross(wireDir).dot(line.gradient(posParam)) * Vector3::Unit(bendingComp);
         // clang-format on
       }
       ACTS_VERBOSE("updateStrawResidual() - Hessian of the residual is "
-                   << m_hessian[resIdx][bending]);
+                   << m_hessian[resIdx][bendingComp]);
     }
   }
   return true;
@@ -290,12 +295,12 @@ bool CompSpacePointAuxiliaries::updateStrawAuxiliaries(const Line_t& line,
 void CompSpacePointAuxiliaries::updateAlongTheStraw(const Line_t& line,
                                                     const Vector& hitMinSeg,
                                                     const Vector& wireDir) {
-  m_residual[nonBending] =
+  m_residual[nonBendingComp] =
       m_invProjDirLenSq * (hitMinSeg.dot(line.direction()) * m_wireProject -
                            hitMinSeg.dot(wireDir));
 
   ACTS_VERBOSE("updateAlongTheStraw() - Residual is "
-               << m_residual[nonBending]);
+               << m_residual[nonBendingComp]);
 
   for (const auto partial : m_cfg.parsToUse) {
     if (partial == FitParIndex::t0) {
@@ -305,20 +310,20 @@ void CompSpacePointAuxiliaries::updateAlongTheStraw(const Line_t& line,
     const Vector& lGradient = line.gradient(static_cast<LineIndex>(partial));
     if (isDirectionParam(partial)) {
       // clang-format off
-      m_gradient[param][nonBending] = m_invProjDirLenSq * (
+      m_gradient[param][nonBendingComp] = m_invProjDirLenSq * (
                                        hitMinSeg.dot(lGradient) * m_wireProject +
                                        hitMinSeg.dot(line.direction()) * m_projDirLenPartial[param] +
-                                       2. * m_residual[nonBending] * m_wireProject * m_projDirLenPartial[param]);
+                                       2. * m_residual[nonBendingComp] * m_wireProject * m_projDirLenPartial[param]);
       // clang-format on
 
     } else if (isPositionParam(partial)) {
       // clang-format off
-      m_gradient[param][nonBending] = -m_invProjDirLenSq * (lGradient.dot(line.direction()* m_wireProject - wireDir));
+      m_gradient[param][nonBendingComp] = -m_invProjDirLenSq * (lGradient.dot(line.direction()* m_wireProject - wireDir));
       // clang-format on
     }
     ACTS_VERBOSE("updateAlongTheStraw() - First derivative w.r.t "
                  << parName(partial) << " is "
-                 << m_gradient[param][nonBending]);
+                 << m_gradient[param][nonBendingComp]);
   }
   if (!m_cfg.useHessian) {
     return;
@@ -347,17 +352,17 @@ void CompSpacePointAuxiliaries::updateAlongTheStraw(const Line_t& line,
         auto calcMixedHessian = [this, &hitMinSeg, &line](const std::size_t p1,
                                                           const std::size_t p2) -> double {
           const double term1 = hitMinSeg.dot(line.gradient(static_cast<LineIndex>(p1))) * m_projDirLenPartial[p2];
-          const double term2 = m_residual[nonBending] * m_projDirLenPartial[p1] * m_projDirLenPartial[p2];
-          const double term3 = 2. * m_wireProject * m_projDirLenPartial[p1] * m_gradient[p2][nonBending];
+          const double term2 = m_residual[nonBendingComp] * m_projDirLenPartial[p1] * m_projDirLenPartial[p2];
+          const double term3 = 2. * m_wireProject * m_projDirLenPartial[p1] * m_gradient[p2][nonBendingComp];
           return (term1 + term2 + term3) * m_invProjDirLenSq;
         };
         const Vector& lHessian = line.hessian(static_cast<LineIndex>(partial1), static_cast<LineIndex>(partial2));
         const double projHess = lHessian.dot(wireDir);
-        m_hessian[hessIdx][nonBending] = (param != param1 ? calcMixedHessian(param, param1) + calcMixedHessian(param1, param)
+        m_hessian[hessIdx][nonBendingComp] = (param != param1 ? calcMixedHessian(param, param1) + calcMixedHessian(param1, param)
                                                           : 2. * calcMixedHessian(param1, param)) +
                                         m_invProjDirLenSq * (hitMinSeg.dot(lHessian) * m_wireProject +
                                                              hitMinSeg.dot(line.direction()) * projHess +
-                                                             2. * m_residual[nonBending] * m_wireProject * projHess);
+                                                             2. * m_residual[nonBendingComp] * m_wireProject * projHess);
         // clang-format on
       } else {
         // Mixed positional and angular derivative
@@ -367,15 +372,15 @@ void CompSpacePointAuxiliaries::updateAlongTheStraw(const Line_t& line,
             isDirectionParam(partial1) ? partial2 : partial1);
         const auto angIdx = toUnderlying(angParam);
         // clang-format off
-        m_hessian[hessIdx][nonBending] = m_invProjDirLenSq * (
+        m_hessian[hessIdx][nonBendingComp] = m_invProjDirLenSq * (
                 -line.gradient(posParam).dot(line.gradient(angParam)) * m_wireProject -
                  line.gradient(posParam).dot(line.direction()) * m_projDirLenPartial[angIdx] +
-                 2. * m_gradient[toUnderlying(posParam)][nonBending] * m_wireProject * m_projDirLenPartial[angIdx]);
+                 2. * m_gradient[toUnderlying(posParam)][nonBendingComp] * m_wireProject * m_projDirLenPartial[angIdx]);
         // clang-format on
       }
       ACTS_VERBOSE("updateAlongTheStraw() - Second derivative w.r.t. "
                    << parName(partial1) << ", " << parName(partial2) << " is. "
-                   << m_hessian[hessIdx][nonBending]);
+                   << m_hessian[hessIdx][nonBendingComp]);
     }
   }
 }
@@ -434,10 +439,10 @@ void CompSpacePointAuxiliaries::updateStripResidual(
     ///   --> lambda = --------------------------
     ///                    1 - <B1,B2>^{2}
     const double invDist = 1. / (1. - square(b1DotB2));
-    m_stereoTrf(bending, bending) = m_stereoTrf(nonBending, nonBending) =
-        invDist;
-    m_stereoTrf(bending, nonBending) = m_stereoTrf(nonBending, bending) =
-        -b1DotB2 * invDist;
+    m_stereoTrf(bendingComp, bendingComp) =
+        m_stereoTrf(nonBendingComp, nonBendingComp) = invDist;
+    m_stereoTrf(bendingComp, nonBendingComp) =
+        m_stereoTrf(nonBendingComp, bendingComp) = -b1DotB2 * invDist;
   }
   ACTS_VERBOSE("Meausres bending "
                << (isBending ? "yes" : "no")
@@ -448,21 +453,21 @@ void CompSpacePointAuxiliaries::updateStripResidual(
                << ", stereo angle: " << angle(b1, b2));
 
   auto assignResidual = [&](const Vector& calcDistance, Vector& residual) {
-    residual[bending] =
+    residual[bendingComp] =
         isBending || m_cfg.calcAlongStrip ? b1.dot(calcDistance) : 0.;
-    residual[nonBending] =
+    residual[nonBendingComp] =
         isNonBending || m_cfg.calcAlongStrip ? b2.dot(calcDistance) : 0.;
     if (decompStereo) {
       auto spatial = residual.block<2, 1>(0, 0);
       spatial = m_stereoTrf * spatial;
     }
-    residual[time] = 0.;
+    residual[timeComp] = 0.;
     ACTS_VERBOSE("Distance: " << toString(calcDistance)
                               << ", <calc, n> =" << calcDistance.dot(normal)
                               << " -> residual: " << toString(residual)
                               << " --> closure test:"
-                              << toString(residual[bending] * b1 +
-                                          residual[nonBending] * b2));
+                              << toString(residual[bendingComp] * b1 +
+                                          residual[nonBendingComp] * b2));
   };
   /// Update the residual accordingly
   assignResidual(line.position() + travelledDist * line.direction() - stripPos,
@@ -525,7 +530,7 @@ void CompSpacePointAuxiliaries::updateStripResidual(
                                                                          const std::size_t p2) {
 
           return -normal.dot(line.gradient(static_cast<LineIndex>(p1))) / normDot *
-                          (m_gradient[p2][bending] * b1 + m_gradient[p2][nonBending] * b2);
+                          (m_gradient[p2][bendingComp] * b1 + m_gradient[p2][nonBendingComp] * b2);
         };
         const Vector& lHessian = line.hessian(static_cast<LineIndex>(partial1),
                                               static_cast<LineIndex>(partial2));
@@ -555,7 +560,7 @@ void CompSpacePointAuxiliaries::updateTimeStripRes(
   const Vector& b2 = isBending ? sensorD : sensorN;
 
   auto positionInPlane = [&b1, &b2](const Vector& residVec) {
-    return b1 * residVec[bending] + b2 * residVec[nonBending];
+    return b1 * residVec[bendingComp] + b2 * residVec[nonBendingComp];
   };
 
   // Calculate the line intersection in the global frame
@@ -570,7 +575,7 @@ void CompSpacePointAuxiliaries::updateTimeStripRes(
                << toString(globIsect) << " -> distance: " << globDist
                << " -> time of flight takinig t0 into account: " << ToF);
 
-  m_residual[time] = recordTime - ToF;
+  m_residual[timeComp] = recordTime - ToF;
   constexpr auto timeIdx = toUnderlying(FitParIndex::t0);
 
   const double invDist = m_cfg.includeToF && globDist > s_tolerance
@@ -578,16 +583,16 @@ void CompSpacePointAuxiliaries::updateTimeStripRes(
                              : 0.;
   for (const auto partial1 : m_cfg.parsToUse) {
     if (partial1 == FitParIndex::t0) {
-      m_gradient[timeIdx] = -Vector::Unit(time);
+      m_gradient[timeIdx] = -Vector::Unit(timeComp);
     }
     // Time component of the spatial residual needs to be updated
     else if (m_cfg.includeToF) {
       Vector& gradVec = m_gradient[toUnderlying(partial1)];
-      gradVec[time] = -globIsect.dot(m_cfg.localToGlobal.linear() *
-                                     positionInPlane(gradVec)) *
-                      invDist;
+      gradVec[timeComp] = -globIsect.dot(m_cfg.localToGlobal.linear() *
+                                         positionInPlane(gradVec)) *
+                          invDist;
       ACTS_VERBOSE("Partial of the time residual  w.r.t. "
-                   << parName(partial1) << ": " << gradVec[time] << ".");
+                   << parName(partial1) << ": " << gradVec[timeComp] << ".");
     }
   }
 
@@ -604,13 +609,13 @@ void CompSpacePointAuxiliaries::updateTimeStripRes(
       Vector& hessVec = m_hessian[vecIdxFromSymMat<s_nPars>(param1, param2)];
       if (partial1 != FitParIndex::t0) {
         // clang-format off
-        hessVec[time] = -( globIsect.dot(m_cfg.localToGlobal.linear()*positionInPlane(hessVec))  +
+        hessVec[timeComp] = -( globIsect.dot(m_cfg.localToGlobal.linear()*positionInPlane(hessVec))  +
                            positionInPlane(gradient(partial1)).dot(positionInPlane(gradient(partial2)))) * invDist
-                        + m_gradient[param1][time] * m_gradient[param2][time] * invDist;
+                        + m_gradient[param1][timeComp] * m_gradient[param2][timeComp] * invDist;
         // clang-format on
         ACTS_VERBOSE("Hessian of the time residual w.r.t. "
                      << parName(partial1) << ", " << parName(partial2) << ": "
-                     << hessVec[time] << ".");
+                     << hessVec[timeComp] << ".");
       } else {
         hessVec.setZero();
       }
@@ -629,8 +634,8 @@ void CompSpacePointAuxiliaries::updateTimeStrawRes(
     resetTime();
     constexpr auto timeIdx = toUnderlying(FitParIndex::t0);
     constexpr auto hessIdx = vecIdxFromSymMat<s_nPars>(timeIdx, timeIdx);
-    m_gradient[timeIdx] = -dSign * driftV * Vector::Unit(bending);
-    m_hessian[hessIdx] = -dSign * driftA * Vector::Unit(bending);
+    m_gradient[timeIdx] = -dSign * driftV * Vector::Unit(bendingComp);
+    m_hessian[hessIdx] = -dSign * driftA * Vector::Unit(bendingComp);
     return;
   }
 
@@ -653,7 +658,7 @@ void CompSpacePointAuxiliaries::updateTimeStrawRes(
   for (const auto partial : m_cfg.parsToUse) {
     const auto idx = toUnderlying(partial);
     if (partial == FitParIndex::t0) {
-      m_gradient[idx] = dSign * driftV * Vector::Unit(bending);
+      m_gradient[idx] = dSign * driftV * Vector::Unit(bendingComp);
       continue;
     }
     const Vector3& lGrad = line.gradient(static_cast<LineIndex>(partial));
@@ -672,13 +677,13 @@ void CompSpacePointAuxiliaries::updateTimeStrawRes(
                                  globApproach.dot(m_cfg.localToGlobal.linear() *
                                                   m_gradCloseApproach[idx]) *
                                  invDist;
-    ACTS_VERBOSE(
-        "updateTimeStrawRes() - Correct the partial derivative w.r.t. "
-        << parName(partial) << " " << m_gradient[idx][bending] << " by "
-        << toString(m_gradCloseApproach[idx])
-        << " dCoA: " << m_partialApproachDist[idx] * driftV << " -> "
-        << (m_gradient[idx][bending] - m_partialApproachDist[idx] * driftV));
-    m_gradient[idx][bending] -= m_partialApproachDist[idx] * driftV;
+    ACTS_VERBOSE("updateTimeStrawRes() - Correct the partial derivative w.r.t. "
+                 << parName(partial) << " " << m_gradient[idx][bendingComp]
+                 << " by " << toString(m_gradCloseApproach[idx])
+                 << " dCoA: " << m_partialApproachDist[idx] * driftV << " -> "
+                 << (m_gradient[idx][bendingComp] -
+                     m_partialApproachDist[idx] * driftV));
+    m_gradient[idx][bendingComp] -= m_partialApproachDist[idx] * driftV;
   }
 
   if (!m_cfg.useHessian) {
@@ -695,10 +700,10 @@ void CompSpacePointAuxiliaries::updateTimeStrawRes(
       const auto hessIdx = vecIdxFromSymMat<s_nPars>(idx1, idx2);
       if (partial1 == FitParIndex::t0) {
         if (partial2 == FitParIndex::t0) {
-          m_hessian[hessIdx] = -dSign * driftA * Vector::Unit(bending);
+          m_hessian[hessIdx] = -dSign * driftA * Vector::Unit(bendingComp);
         } else {
           m_hessian[hessIdx] = dSign * driftA * m_partialApproachDist[idx2] *
-                               Vector::Unit(bending);
+                               Vector::Unit(bendingComp);
         }
         ACTS_VERBOSE("updateTimeStrawRes() -"
                      << " Second partial derivative of the drift "
@@ -754,7 +759,7 @@ void CompSpacePointAuxiliaries::updateTimeStrawRes(
           << parName(partial1) << ", " << parName(partial2)
           << ", hessianR: " << hessianR << ", partialCoA: " << partialCoA);
 
-      m_hessian[hessIdx][bending] -= dSign * hessianR;
+      m_hessian[hessIdx][bendingComp] -= dSign * hessianR;
     }
   }
 }
diff --git a/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp b/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
index ace432c814b..5048614897d 100644
--- a/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
+++ b/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
@@ -155,7 +155,7 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
     std::cout << "Residual: " << toString(resCalc.residual())
               << ", line distance: " << lineDist << std::endl;
     ///
-    BOOST_CHECK_CLOSE(resCalc.residual()[ResidualIdx::bending],
+    BOOST_CHECK_CLOSE(resCalc.residual()[toUnderlying(ResidualIdx::bending)],
                       lineDist - testPoint.driftRadius(), 1.e-12);
   } else {
     std::cout << "Test residual w.r.t strip space point -- position: "
@@ -175,12 +175,12 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
               << ", <delta, n> =" << delta.dot(n) << std::endl;
 
     Acts::ActsSquareMatrix<3> coordTrf{Acts::ActsSquareMatrix<3>::Zero()};
-    coordTrf.col(ResidualIdx::bending) = testPoint.measuresLoc1()
-                                             ? testPoint.toNextSensor()
-                                             : testPoint.sensorDirection();
-    coordTrf.col(ResidualIdx::nonBending) = testPoint.measuresLoc1()
-                                                ? testPoint.sensorDirection()
-                                                : testPoint.toNextSensor();
+    coordTrf.col(toUnderlying(ResidualIdx::bending)) =
+        testPoint.measuresLoc1() ? testPoint.toNextSensor()
+                                 : testPoint.sensorDirection();
+    coordTrf.col(toUnderlying(ResidualIdx::nonBending)) =
+        testPoint.measuresLoc1() ? testPoint.sensorDirection()
+                                 : testPoint.toNextSensor();
     coordTrf.col(2) = n;
     std::cout << "Coordinate trf: \n" << coordTrf << std::endl;
 
@@ -188,21 +188,25 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
     std::cout << "Transformed delta: " << toString(trfDelta) << std::endl;
 
     if (testPoint.measuresLoc1()) {
-      BOOST_CHECK_CLOSE(trfDelta[ResidualIdx::bending],
-                        resCalc.residual()[ResidualIdx::bending], 1.e-10);
+      BOOST_CHECK_CLOSE(trfDelta[toUnderlying(ResidualIdx::bending)],
+                        resCalc.residual()[toUnderlying(ResidualIdx::bending)],
+                        1.e-10);
     } else {
-      BOOST_CHECK_CLOSE(trfDelta[ResidualIdx::bending] *
+      BOOST_CHECK_CLOSE(trfDelta[toUnderlying(ResidualIdx::bending)] *
                             static_cast<double>(resCfg.calcAlongStrip),
-                        resCalc.residual()[ResidualIdx::bending], 1.e-10);
+                        resCalc.residual()[toUnderlying(ResidualIdx::bending)],
+                        1.e-10);
     }
 
     if (testPoint.measuresLoc0()) {
-      BOOST_CHECK_CLOSE(trfDelta[ResidualIdx::nonBending],
-                        resCalc.residual()[ResidualIdx::nonBending], 1.e-10);
+      BOOST_CHECK_CLOSE(
+          trfDelta[toUnderlying(ResidualIdx::nonBending)],
+          resCalc.residual()[toUnderlying(ResidualIdx::nonBending)], 1.e-10);
     } else {
-      BOOST_CHECK_CLOSE(trfDelta[ResidualIdx::nonBending] *
-                            static_cast<double>(resCfg.calcAlongStrip),
-                        resCalc.residual()[ResidualIdx::nonBending], 1.e-10);
+      BOOST_CHECK_CLOSE(
+          trfDelta[toUnderlying(ResidualIdx::nonBending)] *
+              static_cast<double>(resCfg.calcAlongStrip),
+          resCalc.residual()[toUnderlying(ResidualIdx::nonBending)], 1.e-10);
     }
   }
 
@@ -310,12 +314,13 @@ void timeStripResidualTest(const Pars_t& linePars, const double timeT0,
   const double ToF =
       (locToGlob * planeIsect).norm() / Acts::PhysicalConstants::c + timeT0;
 
-  BOOST_CHECK_CLOSE(resCalc.residual()[ResidualIdx::time], sp.time() - ToF,
-                    1.e-10);
+  BOOST_CHECK_CLOSE(resCalc.residual()[toUnderlying(ResidualIdx::time)],
+                    sp.time() - ToF, 1.e-10);
   std::cout << "Time of flight: " << ToF << ", measured time : " << sp.time()
             << " --> residual: " << (sp.time() - ToF)
-            << " vs. from calculator: " << resCalc.residual()[ResidualIdx::time]
-            << "." << std::endl;
+            << " vs. from calculator: "
+            << resCalc.residual()[toUnderlying(ResidualIdx::time)] << "."
+            << std::endl;
   constexpr double h = 5.e-9;
   constexpr double tolerance = 1.e-3;
 

From 4d36ad7638184f20bf6d7965768b72554f03c6ce Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Fri, 22 Aug 2025 12:10:08 +0200
Subject: [PATCH 19/56] refactor: `std::array` over `Eigen::Vector` for
 `SpacePointContainer2` (#4566)

It does not seem beneficial to use Eigen types for storage. For this reason I decouple the new space point EDM from Eigen. Users can still use `Eigen::Map` for high-level operations downstream.
---
 .../Acts/EventData/SpacePointContainer2.hpp   | 52 +++++++++----------
 .../Acts/EventData/SpacePointProxy2.hpp       | 18 +++----
 Core/src/Seeding2/TripletSeedFinder.cpp       |  8 +--
 3 files changed, 37 insertions(+), 41 deletions(-)

diff --git a/Core/include/Acts/EventData/SpacePointContainer2.hpp b/Core/include/Acts/EventData/SpacePointContainer2.hpp
index cca4f85897f..acf78879168 100644
--- a/Core/include/Acts/EventData/SpacePointContainer2.hpp
+++ b/Core/include/Acts/EventData/SpacePointContainer2.hpp
@@ -30,8 +30,6 @@
 #include <unordered_map>
 #include <vector>
 
-#include <Eigen/Core>
-
 namespace Acts::Experimental {
 
 static constexpr float NoTime = std::numeric_limits<float>::quiet_NaN();
@@ -237,7 +235,7 @@ class SpacePointContainer2 {
   }
   /// Returns a mutable proxy to the top strip vector column.
   /// @return A mutable proxy to the top strip vector column.
-  MutableSpacePointColumnProxy<Eigen::Vector3f>
+  MutableSpacePointColumnProxy<std::array<float, 3>>
   topStripVectorColumn() noexcept {
     assert(m_topStripVectorColumn.has_value() &&
            "Column 'topStripVector' does not exist");
@@ -245,7 +243,7 @@ class SpacePointContainer2 {
   }
   /// Returns a mutable proxy to the bottom strip vector column.
   /// @return A mutable proxy to the bottom strip vector column.
-  MutableSpacePointColumnProxy<Eigen::Vector3f>
+  MutableSpacePointColumnProxy<std::array<float, 3>>
   bottomStripVectorColumn() noexcept {
     assert(m_bottomStripVectorColumn.has_value() &&
            "Column 'bottomStripVector' does not exist");
@@ -253,7 +251,7 @@ class SpacePointContainer2 {
   }
   /// Returns a mutable proxy to the strip center distance column.
   /// @return A mutable proxy to the strip center distance column.
-  MutableSpacePointColumnProxy<Eigen::Vector3f>
+  MutableSpacePointColumnProxy<std::array<float, 3>>
   stripCenterDistanceColumn() noexcept {
     assert(m_stripCenterDistanceColumn.has_value() &&
            "Column 'stripCenterDistance' does not exist");
@@ -261,7 +259,7 @@ class SpacePointContainer2 {
   }
   /// Returns a mutable proxy to the top strip center column.
   /// @return A mutable proxy to the top strip center column.
-  MutableSpacePointColumnProxy<Eigen::Vector3f>
+  MutableSpacePointColumnProxy<std::array<float, 3>>
   topStripCenterColumn() noexcept {
     assert(m_topStripCenterColumn.has_value() &&
            "Column 'topStripCenter' does not exist");
@@ -360,7 +358,7 @@ class SpacePointContainer2 {
   }
   /// Returns a const proxy to the top strip vector column.
   /// @return A const proxy to the top strip vector column.
-  ConstSpacePointColumnProxy<Eigen::Vector3f> topStripVectorColumn()
+  ConstSpacePointColumnProxy<std::array<float, 3>> topStripVectorColumn()
       const noexcept {
     assert(m_topStripVectorColumn.has_value() &&
            "Column 'topStripVector' does not exist");
@@ -368,7 +366,7 @@ class SpacePointContainer2 {
   }
   /// Returns a const proxy to the bottom strip vector column.
   /// @return A const proxy to the bottom strip vector column.
-  ConstSpacePointColumnProxy<Eigen::Vector3f> bottomStripVectorColumn()
+  ConstSpacePointColumnProxy<std::array<float, 3>> bottomStripVectorColumn()
       const noexcept {
     assert(m_bottomStripVectorColumn.has_value() &&
            "Column 'bottomStripVector' does not exist");
@@ -376,7 +374,7 @@ class SpacePointContainer2 {
   }
   /// Returns a const proxy to the strip center distance column.
   /// @return A const proxy to the strip center distance column.
-  ConstSpacePointColumnProxy<Eigen::Vector3f> stripCenterDistanceColumn()
+  ConstSpacePointColumnProxy<std::array<float, 3>> stripCenterDistanceColumn()
       const noexcept {
     assert(m_stripCenterDistanceColumn.has_value() &&
            "Column 'stripCenterDistance' does not exist");
@@ -384,7 +382,7 @@ class SpacePointContainer2 {
   }
   /// Returns a const proxy to the top strip center column.
   /// @return A const proxy to the top strip center column.
-  ConstSpacePointColumnProxy<Eigen::Vector3f> topStripCenterColumn()
+  ConstSpacePointColumnProxy<std::array<float, 3>> topStripCenterColumn()
       const noexcept {
     assert(m_topStripCenterColumn.has_value() &&
            "Column 'topStripCenter' does not exist");
@@ -549,7 +547,7 @@ class SpacePointContainer2 {
   /// given index.
   /// @param index The index of the space point.
   /// @return A mutable reference to the top strip vector of the space point.
-  Eigen::Vector3f &topStripVector(Index index) noexcept {
+  std::array<float, 3> &topStripVector(Index index) noexcept {
     assert(m_topStripVectorColumn.has_value() &&
            "Column 'topStripVector' does not exist");
     assert(index < m_topStripVectorColumn->size() && "Index out of bounds");
@@ -559,7 +557,7 @@ class SpacePointContainer2 {
   /// given index.
   /// @param index The index of the space point.
   /// @return A mutable reference to the bottom strip vector of the space point.
-  Eigen::Vector3f &bottomStripVector(Index index) noexcept {
+  std::array<float, 3> &bottomStripVector(Index index) noexcept {
     assert(m_bottomStripVectorColumn.has_value() &&
            "Column 'bottomStripVector' does not exist");
     assert(index < m_bottomStripVectorColumn->size() && "Index out of bounds");
@@ -569,7 +567,7 @@ class SpacePointContainer2 {
   /// the given index.
   /// @param index The index of the space point.
   /// @return A mutable reference to the strip center distance of the space point.
-  Eigen::Vector3f &stripCenterDistance(Index index) noexcept {
+  std::array<float, 3> &stripCenterDistance(Index index) noexcept {
     assert(m_stripCenterDistanceColumn.has_value() &&
            "Column 'stripCenterDistance' does not exist");
     assert(index < m_stripCenterDistanceColumn->size() &&
@@ -580,7 +578,7 @@ class SpacePointContainer2 {
   /// given index.
   /// @param index The index of the space point.
   /// @return A mutable reference to the top strip center of the space point.
-  Eigen::Vector3f &topStripCenter(Index index) noexcept {
+  std::array<float, 3> &topStripCenter(Index index) noexcept {
     assert(m_topStripCenterColumn.has_value() &&
            "Column 'topStripCenter' does not exist");
     assert(index < m_topStripCenterColumn->size() && "Index out of bounds");
@@ -731,7 +729,7 @@ class SpacePointContainer2 {
   /// given index.
   /// @param index The index of the space point.
   /// @return A const reference to the top strip vector of the space point.
-  const Eigen::Vector3f &topStripVector(Index index) const noexcept {
+  const std::array<float, 3> &topStripVector(Index index) const noexcept {
     assert(m_topStripVectorColumn.has_value() &&
            "Column 'topStripVector' does not exist");
     assert(index < m_topStripVectorColumn->size() && "Index out of bounds");
@@ -741,7 +739,7 @@ class SpacePointContainer2 {
   /// given index.
   /// @param index The index of the space point.
   /// @return A const reference to the bottom strip vector of the space point.
-  const Eigen::Vector3f &bottomStripVector(Index index) const noexcept {
+  const std::array<float, 3> &bottomStripVector(Index index) const noexcept {
     assert(m_bottomStripVectorColumn.has_value() &&
            "Column 'bottomStripVector' does not exist");
     assert(index < m_bottomStripVectorColumn->size() && "Index out of bounds");
@@ -751,7 +749,7 @@ class SpacePointContainer2 {
   /// the given index.
   /// @param index The index of the space point.
   /// @return A const reference to the strip center distance of the space point.
-  const Eigen::Vector3f &stripCenterDistance(Index index) const noexcept {
+  const std::array<float, 3> &stripCenterDistance(Index index) const noexcept {
     assert(m_stripCenterDistanceColumn.has_value() &&
            "Column 'stripCenterDistance' does not exist");
     assert(index < m_stripCenterDistanceColumn->size() &&
@@ -762,7 +760,7 @@ class SpacePointContainer2 {
   /// given index.
   /// @param index The index of the space point.
   /// @return A const reference to the top strip center of the space point.
-  const Eigen::Vector3f &topStripCenter(Index index) const noexcept {
+  const std::array<float, 3> &topStripCenter(Index index) const noexcept {
     assert(m_topStripCenterColumn.has_value() &&
            "Column 'topStripCenter' does not exist");
     assert(index < m_topStripCenterColumn->size() && "Index out of bounds");
@@ -999,10 +997,10 @@ class SpacePointContainer2 {
   std::optional<ColumnHolder<float>> m_varianceZColumn;
   std::optional<ColumnHolder<float>> m_varianceRColumn;
   // strip information
-  std::optional<ColumnHolder<Eigen::Vector3f>> m_topStripVectorColumn;
-  std::optional<ColumnHolder<Eigen::Vector3f>> m_bottomStripVectorColumn;
-  std::optional<ColumnHolder<Eigen::Vector3f>> m_stripCenterDistanceColumn;
-  std::optional<ColumnHolder<Eigen::Vector3f>> m_topStripCenterColumn;
+  std::optional<ColumnHolder<std::array<float, 3>>> m_topStripVectorColumn;
+  std::optional<ColumnHolder<std::array<float, 3>>> m_bottomStripVectorColumn;
+  std::optional<ColumnHolder<std::array<float, 3>>> m_stripCenterDistanceColumn;
+  std::optional<ColumnHolder<std::array<float, 3>>> m_topStripCenterColumn;
   // copy information
   std::optional<ColumnHolder<SpacePointIndex2>> m_copyFromIndexColumn;
 
@@ -1032,11 +1030,11 @@ class SpacePointContainer2 {
     return std::tuple(
         SpacePointIndex2{0}, std::uint8_t{0}, float{0}, float{0}, float{0},
         float{0}, float{0}, float{NoTime}, float{0}, float{0},
-        Eigen::Vector3f{0, 0, 0}, Eigen::Vector3f{0, 0, 0},
-        Eigen::Vector3f{0, 0, 0}, Eigen::Vector3f{0, 0, 0}, SpacePointIndex2{0},
-        std::array<float, 2>{0, 0}, std::array<float, 2>{0, 0},
-        std::array<float, 3>{0, 0, 0}, std::array<float, 4>{0, 0, 0, 0},
-        std::array<float, 2>{0, 0});
+        std::array<float, 3>{0, 0, 0}, std::array<float, 3>{0, 0, 0},
+        std::array<float, 3>{0, 0, 0}, std::array<float, 3>{0, 0, 0},
+        SpacePointIndex2{0}, std::array<float, 2>{0, 0},
+        std::array<float, 2>{0, 0}, std::array<float, 3>{0, 0, 0},
+        std::array<float, 4>{0, 0, 0, 0}, std::array<float, 2>{0, 0});
   }
 
   auto knownColumns() & noexcept {
diff --git a/Core/include/Acts/EventData/SpacePointProxy2.hpp b/Core/include/Acts/EventData/SpacePointProxy2.hpp
index ee4bfc0b686..3394d416df5 100644
--- a/Core/include/Acts/EventData/SpacePointProxy2.hpp
+++ b/Core/include/Acts/EventData/SpacePointProxy2.hpp
@@ -15,8 +15,6 @@
 #include <cassert>
 #include <span>
 
-#include <Eigen/Core>
-
 namespace Acts::Experimental {
 
 class SpacePointContainer2;
@@ -155,28 +153,28 @@ class SpacePointProxy2 {
   }
   /// Mutable access to the top strip vector of the space point.
   /// @return A mutable reference to the top strip vector of the space point.
-  Eigen::Vector3f &topStripVector() const noexcept
+  std::array<float, 3> &topStripVector() const noexcept
     requires(!ReadOnly)
   {
     return m_container->topStripVector(m_index);
   }
   /// Mutable access to the bottom strip vector of the space point.
   /// @return A mutable reference to the bottom strip vector of the space point.
-  Eigen::Vector3f &bottomStripVector() const noexcept
+  std::array<float, 3> &bottomStripVector() const noexcept
     requires(!ReadOnly)
   {
     return m_container->bottomStripVector(m_index);
   }
   /// Mutable access to the strip center distance of the space point.
   /// @return A mutable reference to the strip center distance of the space point.
-  Eigen::Vector3f &stripCenterDistance() const noexcept
+  std::array<float, 3> &stripCenterDistance() const noexcept
     requires(!ReadOnly)
   {
     return m_container->stripCenterDistance(m_index);
   }
   /// Mutable access to the top strip center of the space point.
   /// @return A mutable reference to the top strip center of the space point.
-  Eigen::Vector3f &topStripCenter() const noexcept
+  std::array<float, 3> &topStripCenter() const noexcept
     requires(!ReadOnly)
   {
     return m_container->topStripCenter(m_index);
@@ -248,22 +246,22 @@ class SpacePointProxy2 {
   float varianceR() const noexcept { return m_container->varianceR(m_index); }
   /// Const access to the top strip vector of the space point.
   /// @return A const reference to the top strip vector of the space point.
-  const Eigen::Vector3f &topStripVector() const noexcept {
+  const std::array<float, 3> &topStripVector() const noexcept {
     return m_container->topStripVector(m_index);
   }
   /// Const access to the bottom strip vector of the space point.
   /// @return A const reference to the bottom strip vector of the space point.
-  const Eigen::Vector3f &bottomStripVector() const noexcept {
+  const std::array<float, 3> &bottomStripVector() const noexcept {
     return m_container->bottomStripVector(m_index);
   }
   /// Const access to the strip center distance of the space point.
   /// @return A const reference to the strip center distance of the space point.
-  const Eigen::Vector3f &stripCenterDistance() const noexcept {
+  const std::array<float, 3> &stripCenterDistance() const noexcept {
     return m_container->stripCenterDistance(m_index);
   }
   /// Const access to the top strip center of the space point.
   /// @return A const reference to the top strip center of the space point.
-  const Eigen::Vector3f &topStripCenter() const noexcept {
+  const std::array<float, 3> &topStripCenter() const noexcept {
     return m_container->topStripCenter(m_index);
   }
   /// Const access to the copy from index of the space point.
diff --git a/Core/src/Seeding2/TripletSeedFinder.cpp b/Core/src/Seeding2/TripletSeedFinder.cpp
index 632a7914db9..cbcb8c5d453 100644
--- a/Core/src/Seeding2/TripletSeedFinder.cpp
+++ b/Core/src/Seeding2/TripletSeedFinder.cpp
@@ -27,9 +27,9 @@ namespace {
 bool stripCoordinateCheck(float tolerance, const ConstSpacePointProxy2& sp,
                           const std::array<float, 3>& spacePointPosition,
                           std::array<float, 3>& outputCoordinates) {
-  const Eigen::Vector3f& topStripVector = sp.topStripVector();
-  const Eigen::Vector3f& bottomStripVector = sp.bottomStripVector();
-  const Eigen::Vector3f& stripCenterDistance = sp.stripCenterDistance();
+  const std::array<float, 3>& topStripVector = sp.topStripVector();
+  const std::array<float, 3>& bottomStripVector = sp.bottomStripVector();
+  const std::array<float, 3>& stripCenterDistance = sp.stripCenterDistance();
 
   // cross product between top strip vector and spacePointPosition
   std::array<float, 3> d1 = {topStripVector[1] * spacePointPosition[2] -
@@ -70,7 +70,7 @@ bool stripCoordinateCheck(float tolerance, const ConstSpacePointProxy2& sp,
   // if arrive here spacePointPosition is compatible with strip directions and
   // detector elements
 
-  const Eigen::Vector3f& topStripCenter = sp.topStripCenter();
+  const std::array<float, 3>& topStripCenter = sp.topStripCenter();
 
   // spacePointPosition corrected with respect to the top strip position and
   // direction and the distance between the strips

From 287fd42c89aa475d8bbf6d9e36b9c20bc7333c33 Mon Sep 17 00:00:00 2001
From: Benjamin Huth <37871400+benjaminhuth@users.noreply.github.com>
Date: Mon, 25 Aug 2025 11:23:33 +0200
Subject: [PATCH 20/56] fix: GNN change CUDA optimization flag (#4575)

I figured out that at least in the compile flags of the CUDA compilation units there seems to be the `-G` option present, which enables full device debug info. By specifying `-dopt=on` I hope that we only generate limited debug information, according to NVCC documentation.
I did not see a significant change in latencies, but it feels saver to have this flag on.
---
 Plugins/Gnn/CMakeLists.txt | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/Plugins/Gnn/CMakeLists.txt b/Plugins/Gnn/CMakeLists.txt
index e2ab87f8fe8..caba340b4f6 100644
--- a/Plugins/Gnn/CMakeLists.txt
+++ b/Plugins/Gnn/CMakeLists.txt
@@ -71,7 +71,8 @@ if(ACTS_GNN_ENABLE_CUDA)
     target_compile_options(
         ActsPluginGnn
         PRIVATE
-            $<$<COMPILE_LANGUAGE:CUDA>:-g
+            $<$<COMPILE_LANGUAGE:CUDA>:
+            --dopt=on
             --generate-line-info
             --expt-relaxed-constexpr
             --extended-lambda>

From dc7fbc89c1bc58b6989c5a7349a422ee70e50ee9 Mon Sep 17 00:00:00 2001
From: Amperiadou Dimitra <63058524+dimitra97@users.noreply.github.com>
Date: Mon, 25 Aug 2025 16:57:24 +0200
Subject: [PATCH 21/56] refactor: Decouple navigation policy from tracking
 volume building in the MultiWireVolumeBuilder (#4577)

This PR decouples the creation of the volume with the navigaiton policy factory creation in order to be able to attach the navigation policy factory either later on and externally to the volume or to a blueprint node
---
 .../Acts/Geometry/MultiWireVolumeBuilder.hpp  | 15 ++++++---
 Core/src/Geometry/MultiWireVolumeBuilder.cpp  | 31 +++++++------------
 .../Navigation/MultiWireNavigationTests.cpp   |  6 ++--
 3 files changed, 26 insertions(+), 26 deletions(-)

diff --git a/Core/include/Acts/Geometry/MultiWireVolumeBuilder.hpp b/Core/include/Acts/Geometry/MultiWireVolumeBuilder.hpp
index f0ee76bc2a3..d81ac4554e6 100644
--- a/Core/include/Acts/Geometry/MultiWireVolumeBuilder.hpp
+++ b/Core/include/Acts/Geometry/MultiWireVolumeBuilder.hpp
@@ -8,6 +8,7 @@
 
 #pragma once
 
+#include "Acts/Geometry/NavigationPolicyFactory.hpp"
 #include "Acts/Geometry/TrackingVolume.hpp"
 #include "Acts/Surfaces/Surface.hpp"
 #include "Acts/Utilities/Logger.hpp"
@@ -19,6 +20,8 @@ namespace Acts::Experimental {
 /// @brief A class to build multiwire tracking volumes (e.g wire chambers)
 class MultiWireVolumeBuilder {
  public:
+  /// The axis configuration for the binning
+  using Binning = std::tuple<DirectedProtoAxis, std::size_t>;
   /// Configuration Struct
   struct Config {
     /// The name of the tracking volume
@@ -33,9 +36,7 @@ class MultiWireVolumeBuilder {
     /// The bounds of the tracking volume
     std::shared_ptr<Acts::VolumeBounds> bounds = nullptr;
 
-    /// The binning of the tracking volume
-    /// The protoAxis and the expansion of the binning for the neighbors
-    std::vector<std::tuple<DirectedProtoAxis, std::size_t>> binning = {};
+    std::vector<Binning> binning = {};
   };
   /// Constructor
   /// @param config The configuration struct
@@ -47,8 +48,12 @@ class MultiWireVolumeBuilder {
 
   /// @brief Constructs the tracking volume with the wrapped surfaces
   /// @return a unique ptr of the tracking volume
-  std::unique_ptr<Acts::TrackingVolume> buildVolume(
-      const Acts::GeometryContext& gctx) const;
+  std::unique_ptr<Acts::TrackingVolume> buildVolume() const;
+
+  /// @brief Creates a multilayer navigation policy factory that can be used for the trackingVolume
+  /// or attached to a blueprint node
+  std::unique_ptr<NavigationPolicyFactory> createNavigationPolicyFactory()
+      const;
 
  private:
   Config m_config;
diff --git a/Core/src/Geometry/MultiWireVolumeBuilder.cpp b/Core/src/Geometry/MultiWireVolumeBuilder.cpp
index 5ae3f41db19..c8f9864d198 100644
--- a/Core/src/Geometry/MultiWireVolumeBuilder.cpp
+++ b/Core/src/Geometry/MultiWireVolumeBuilder.cpp
@@ -25,14 +25,10 @@ MultiWireVolumeBuilder::MultiWireVolumeBuilder(
   if (m_config.mlSurfaces.empty()) {
     throw std::invalid_argument(
         "MultiWireStructureBuilder: No surfaces are given");
-  } else if (m_config.binning.size() != 2u) {
-    throw ::std::invalid_argument(
-        "MultiWireStructureBuilder: Invalid binning provided");
   }
 }
 
-std::unique_ptr<TrackingVolume> MultiWireVolumeBuilder::buildVolume(
-    const GeometryContext& gctx) const {
+std::unique_ptr<TrackingVolume> MultiWireVolumeBuilder::buildVolume() const {
   // Create the tracking volume
 
   ACTS_VERBOSE("Building a tracking volume with name "
@@ -59,6 +55,15 @@ std::unique_ptr<TrackingVolume> MultiWireVolumeBuilder::buildVolume(
     trackingVolume->addSurface(surface);
   }
 
+  return trackingVolume;
+}
+
+std::unique_ptr<Acts::NavigationPolicyFactory>
+MultiWireVolumeBuilder::createNavigationPolicyFactory() const {
+  if (m_config.binning.size() != 2u) {
+    throw ::std::invalid_argument(
+        "MultiWireStructureBuilder: Invalid binning provided");
+  }
   auto [protoAxisA, expansionA] = m_config.binning.at(0);
   auto [protoAxisB, expansionB] = m_config.binning.at(1);
 
@@ -88,33 +93,21 @@ std::unique_ptr<TrackingVolume> MultiWireVolumeBuilder::buildVolume(
       std::move(grid),
       {protoAxisA.getAxisDirection(), protoAxisB.getAxisDirection()});
 
-  // Use TryAll Navigation Policy for the portals and acceleration structure
-  // with indexed surfaces for the sensitives
-
   TryAllNavigationPolicy::Config tryAllConfig;
   tryAllConfig.portals = true;
   tryAllConfig.sensitives = false;
 
-  TryAllNavigationPolicy tryAllPolicy(gctx, *trackingVolume, *m_logger,
-                                      tryAllConfig);
-
-  // Configure the navigation policy with the binning for the grid for the
-  // sensitive surfaces
-
   MultiLayerNavigationPolicy::Config navConfig;
   navConfig.binExpansion = {expansionA, expansionB};
 
+  // Create the navigation policy factory
   std::unique_ptr<NavigationPolicyFactory> factory =
       NavigationPolicyFactory{}
           .add<TryAllNavigationPolicy>(tryAllConfig)
           .add<MultiLayerNavigationPolicy>(navConfig, indexedGrid)
           .asUniquePtr();
 
-  auto policyBase = factory->build(gctx, *trackingVolume, *m_logger);
-
-  trackingVolume->setNavigationPolicy(std::move(policyBase));
-
-  return trackingVolume;
+  return factory;
 }
 
 }  // namespace Acts::Experimental
diff --git a/Tests/UnitTests/Core/Navigation/MultiWireNavigationTests.cpp b/Tests/UnitTests/Core/Navigation/MultiWireNavigationTests.cpp
index 27ae3c2263e..90f1589e17a 100644
--- a/Tests/UnitTests/Core/Navigation/MultiWireNavigationTests.cpp
+++ b/Tests/UnitTests/Core/Navigation/MultiWireNavigationTests.cpp
@@ -150,8 +150,7 @@ BOOST_AUTO_TEST_CASE(MultiLayer_NavigationPolicy) {
 
   // Build the volume
   MultiWireVolumeBuilder mwBuilder(mwCfg);
-  std::unique_ptr<Acts::TrackingVolume> volume =
-      mwBuilder.buildVolume(tContext);
+  std::unique_ptr<Acts::TrackingVolume> volume = mwBuilder.buildVolume();
 
   // Check the volume
   // we do not except any children volumes
@@ -169,6 +168,9 @@ BOOST_AUTO_TEST_CASE(MultiLayer_NavigationPolicy) {
   Vector3 startDir = {0., 1., 0.};
   NavigationArguments args{startPos, startDir};
 
+  auto navFactory = mwBuilder.createNavigationPolicyFactory();
+  volume->setNavigationPolicy(navFactory->build(tContext, *volume, *logger));
+
   volume->initializeNavigationCandidates(args, stream, *logger);
 
   // we expect 18 candidates (12 surfaces + 6 portals)

From 972d182d8236449bbd446f0dd8a30d2b520623ef Mon Sep 17 00:00:00 2001
From: junggjo9 <junggjo90@gmail.com>
Date: Mon, 25 Aug 2025 18:24:17 +0200
Subject: [PATCH 22/56] feat: CompSpacePointAuxiliaries - Add functions to
 calculate chi2 directly (#4578)

- Add helper functions to calculate the chi square of a space point w.r.t. a line without instantiating a CompSpacePointAuxiliaries object
---
 .../detail/CompSpacePointAuxiliaries.hpp      |  66 +++++++++++
 .../detail/CompSpacePointAuxiliaries.ipp      | 104 ++++++++++++++++++
 .../Core/Seeding/StrawLineResidualTest.cpp    |  31 +++++-
 3 files changed, 199 insertions(+), 2 deletions(-)

diff --git a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp
index e354f1378ca..adad6e7b52b 100644
--- a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp
+++ b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp
@@ -170,6 +170,72 @@ class CompSpacePointAuxiliaries {
   static constexpr bool isPositionParam(const FitParIndex param) {
     return param == FitParIndex::x0 || param == FitParIndex::y0;
   }
+  /// @brief Extrapolates the straight line onto the space point's strip-plane defined by the
+  ///         `localPosition()` and the `planeNormal()`
+  /// @param line: Reference to the line of interest
+  /// @param hit: Reference to the hit of interest
+  template <CompositeSpacePoint SpacePoint_t>
+  static Vector extrapolateToPlane(const Line_t& line, const SpacePoint_t& hit);
+  /// @brief Extrapolates the straight line parametrized by a point and a direction
+  ///        onto the space point's strip-plane defined by the
+  ///         `localPosition()` and the `planeNormal()`
+  /// @param pos: Point on the line
+  /// @param dir: Direction of the line
+  /// @param hit: Reference to the hit of interest
+  template <CompositeSpacePoint SpacePoint_t>
+  static Vector extrapolateToPlane(const Vector& pos, const Vector& dir,
+                                   const SpacePoint_t& hit);
+  /// @brief Calculates the spaztial chiSq term of a composite space point to a line
+  /// @param line: Reference to the line of interest
+  /// @param hit: Reference to the hit of interest
+  template <CompositeSpacePoint SpacePoint_t>
+  static double chi2Term(const Line_t& line, const SpacePoint_t& hit);
+  /// @brief Calculates the spatial chiSq term of a composite space point to a line parameterized
+  ///         by a position & direction vector
+  /// @param pos: Point on the line
+  /// @param dir: Direction of the line
+  /// @param hit: Reference to the hit of interest
+  template <CompositeSpacePoint SpacePoint_t>
+  static double chi2Term(const Vector& pos, const Vector& dir,
+                         const SpacePoint_t& hit);
+  /// @brief Calculates the chiSq term of a composite space point to a line taking into account
+  ///        the time offset t0
+  /// @param line: Reference to the line of interest
+  /// @param t0: Time off set evaluated at the measurement's plane
+  /// @param hit: Reference to the hit of interest
+  template <CompositeSpacePoint SpacePoint_t>
+  static double chi2Term(const Line_t& line, const double t0,
+                         const SpacePoint_t& hit);
+  /// @brief Calculates the chiSq term of a composite space point to a line taking into account
+  ///        the time offset t0
+  /// @param pos: Point on the line
+  /// @param dir: Direction of the line
+  /// @param t0: Time off set evaluated at the measurement's plane
+  /// @param hit: Reference to the hit of interest
+  template <CompositeSpacePoint SpacePoint_t>
+  static double chi2Term(const Vector& pos, const Vector& dir, const double t0,
+                         const SpacePoint_t& hit);
+  ///  @brief Calculates the chiSq term of a composite space point taking into account
+  ///        the time offset t0 & the time of arrival of the particle assuming
+  ///        the speed of light
+  /// @param line: Reference to the line of interest
+  /// @param t0: Time off set evaluated at the measurement's plane
+  /// @param hit: Reference to the hit of interest
+  template <CompositeSpacePoint SpacePoint_t>
+  static double chi2Term(const Line_t& line,
+                         const Acts::Transform3& localToGlobal, const double t0,
+                         const SpacePoint_t& hit);
+  ///  @brief Calculates the chiSq term of a composite space point taking into account
+  ///        the time offset t0 & the time of arrival of the particle assuming
+  ///        the speed of light
+  /// @param pos: Point on the line
+  /// @param dir: Direction of the line
+  /// @param t0: Time off set evaluated at the measurement's plane
+  /// @param hit: Reference to the hit of interest
+  template <CompositeSpacePoint SpacePoint_t>
+  static double chi2Term(const Vector& pos, const Vector& dir,
+                         const Acts::Transform3& localToGlobal, const double t0,
+                         const SpacePoint_t& hit);
   /// @brief Calculate whether the track passed on the left (-1) or the right (1) side
   ///        of the straw wire. Returns 0 for strips
   /// @param line: Reference to the
diff --git a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp
index 4a52ec7364a..d807beccea6 100644
--- a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp
+++ b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp
@@ -12,10 +12,114 @@
 
 #include "Acts/Definitions/Units.hpp"
 #include "Acts/Surfaces/detail/LineHelper.hpp"
+#include "Acts/Surfaces/detail/PlanarHelper.hpp"
 #include "Acts/Utilities/StringHelpers.hpp"
 
 namespace Acts::Experimental::detail {
 
+template <CompositeSpacePoint SpacePoint_t>
+CompSpacePointAuxiliaries::Vector CompSpacePointAuxiliaries::extrapolateToPlane(
+    const Line_t& line, const SpacePoint_t& hit) {
+  return extrapolateToPlane(line.position(), line.direction(), hit);
+}
+template <CompositeSpacePoint SpacePoint_t>
+CompSpacePointAuxiliaries::Vector CompSpacePointAuxiliaries::extrapolateToPlane(
+    const Vector& pos, const Vector& dir, const SpacePoint_t& hit) {
+  using namespace Acts::PlanarHelper;
+  const auto planeIsect =
+      intersectPlane(pos, dir, hit.planeNormal(), hit.localPosition());
+  return planeIsect.position();
+}
+template <CompositeSpacePoint SpacePoint_t>
+double CompSpacePointAuxiliaries::chi2Term(const Line_t& line,
+                                           const SpacePoint_t& hit) {
+  return chi2Term(line.position(), line.direction(), hit);
+}
+template <CompositeSpacePoint SpacePoint_t>
+double CompSpacePointAuxiliaries::chi2Term(const Vector& pos, const Vector& dir,
+                                           const SpacePoint_t& hit) {
+  double chiSq{0.};
+  using namespace Acts::detail::LineHelper;
+  constexpr auto bendIdx = toUnderlying(ResidualIdx::bending);
+  constexpr auto nonBendIdx = toUnderlying(ResidualIdx::nonBending);
+  if (hit.isStraw()) {
+    if (hit.covariance()[nonBendIdx] > std::numeric_limits<double>::epsilon()) {
+      auto closePointOnStraw =
+          lineIntersect(pos, dir, hit.localPosition(), hit.sensorDirection());
+      chiSq += Acts::square(closePointOnStraw.pathLength()) /
+               hit.covariance()[nonBendIdx];
+    }
+    const double dist = Acts::abs(
+        signedDistance(pos, dir, hit.localPosition(), hit.sensorDirection()));
+    chiSq += Acts::square(dist - hit.driftRadius()) / hit.covariance()[bendIdx];
+  } else {
+    const Vector distOnPlane =
+        (extrapolateToPlane(pos, dir, hit) - hit.localPosition());
+    const Vector& b1{hit.toNextSensor()};
+    const Vector& b2{hit.sensorDirection()};
+    Vector2 dist{distOnPlane.dot(b1), distOnPlane.dot(b2)};
+    if (hit.measuresLoc0() && hit.measuresLoc1()) {
+      /// Check whether the two vectors are orthogonal
+      constexpr double tolerance = 1.e-8;
+      const double stripAngle = b1.dot(b2);
+      if (stripAngle < tolerance) {
+        const double invDist = 1. / (1. - square(stripAngle));
+        ActsSquareMatrix<2> stereoDecomp{invDist *
+                                         ActsSquareMatrix<2>::Identity()};
+        stereoDecomp(1, 0) = stereoDecomp(0, 1) = stripAngle * invDist;
+        dist = stereoDecomp * dist;
+      }
+      chiSq = Acts::square(dist[0]) / hit.covariance()[bendIdx] +
+              Acts::square(dist[1]) / hit.covariance()[nonBendIdx];
+    } else if (hit.measuresLoc0()) {
+      chiSq = Acts::square(dist[0]) / hit.covariance()[nonBendIdx];
+    } else {
+      chiSq = Acts::square(dist[0]) / hit.covariance()[bendIdx];
+      if (hit.covariance()[nonBendIdx] >
+          std::numeric_limits<double>::epsilon()) {
+        chiSq += square(dist[1]) / hit.covariance()[nonBendIdx];
+      }
+    }
+  }
+  return chiSq;
+}
+template <CompositeSpacePoint SpacePoint_t>
+double CompSpacePointAuxiliaries::chi2Term(
+    const Line_t& line, const Acts::Transform3& localToGlobal, const double t0,
+    const SpacePoint_t& hit) {
+  return chi2Term(line.position(), line.direction(), localToGlobal, t0, hit);
+}
+template <CompositeSpacePoint SpacePoint_t>
+double CompSpacePointAuxiliaries::chi2Term(const Vector& pos, const Vector& dir,
+                                           const Transform3& localToGlobal,
+                                           const double t0,
+                                           const SpacePoint_t& hit) {
+  using namespace Acts::UnitLiterals;
+  return chi2Term(
+      pos, dir,
+      t0 + (localToGlobal * extrapolateToPlane(pos, dir, hit)).norm() /
+               PhysicalConstants::c,
+      hit);
+}
+
+template <CompositeSpacePoint SpacePoint_t>
+double CompSpacePointAuxiliaries::chi2Term(const Line_t& line, const double t0,
+                                           const SpacePoint_t& hit) {
+  return chi2Term(line.position(), line.direction(), t0, hit);
+}
+template <CompositeSpacePoint SpacePoint_t>
+double CompSpacePointAuxiliaries::chi2Term(const Vector& pos, const Vector& dir,
+                                           const double t0,
+                                           const SpacePoint_t& hit) {
+  double chiSq = chi2Term(pos, dir, hit);
+  if (!hit.hasTime() || hit.isStraw()) {
+    return chiSq;
+  }
+  chiSq += Acts::square(hit.time() - t0) /
+           hit.covariance()[toUnderlying(ResidualIdx::time)];
+  return chiSq;
+}
+
 template <CompositeSpacePoint Point_t>
 int CompSpacePointAuxiliaries::strawSign(const Line_t& line,
                                          const Point_t& strawSp) {
diff --git a/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp b/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
index 5048614897d..ad494968ef6 100644
--- a/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
+++ b/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
@@ -646,7 +646,7 @@ BOOST_AUTO_TEST_CASE(ChiSqEvaluation) {
       makeDirectionFromPhiTheta(0_degree, 90_degree),
       makeDirectionFromPhiTheta(90._degree, 0._degree),
       15._ns,
-      {std::pow(5._cm, 2), std::pow(10._cm, 2), std::pow(1._ns, 2)}};
+      {Acts::pow(5._cm, 2), Acts::pow(10._cm, 2), Acts::pow(1._ns, 2)}};
   CompSpacePointAuxiliaries resCalc{resCfg,
                                     Acts::getDefaultLogger("testRes", logLvl)};
 
@@ -659,7 +659,9 @@ BOOST_AUTO_TEST_CASE(ChiSqEvaluation) {
   std::cout << "Calculated chi2: " << chi2.chi2 << std::endl;
   std::cout << "Gradient: " << toString(chi2.gradient) << std::endl;
   std::cout << "Hessian: \n" << chi2.hessian << std::endl;
-
+  BOOST_CHECK_CLOSE(CompSpacePointAuxiliaries::chi2Term(
+                        line, resCfg.localToGlobal, t0, strip),
+                    chi2.chi2, 1.e-7);
   constexpr double h = 1.e-7;
   constexpr double tolerance = 1.e-3;
   for (const auto par : resCfg.parsToUse) {
@@ -708,6 +710,31 @@ BOOST_AUTO_TEST_CASE(ChiSqEvaluation) {
       BOOST_CHECK_LE(std::abs(anaHess - numHess), tolerance);
     }
   }
+
+  const TestSpacePoint straw{
+      line.point(20._cm) + 5._cm * line.direction().cross(Vector::UnitX()),
+      Vector3::UnitX(),
+      5._cm,
+      false,
+      {0., Acts::pow(10._mm, 2), 0.}};
+  chi2.reset();
+  resCalc.updateFullResidual(line, t0, straw);
+  resCalc.updateChiSq(chi2, straw.covariance());
+  BOOST_CHECK_CLOSE(CompSpacePointAuxiliaries::chi2Term(line, straw), chi2.chi2,
+                    1.e-7);
+
+  const TestSpacePoint straw1{
+      line.point(20._cm) + 5._cm * line.direction().cross(Vector::UnitX()) +
+          4._cm * Vector::UnitX(),
+      Vector3::UnitX(),
+      5._cm,
+      true,
+      {Acts::pow(0.5_cm, 2), Acts::pow(10._mm, 2), 0.}};
+  chi2.reset();
+  resCalc.updateFullResidual(line, t0, straw1);
+  resCalc.updateChiSq(chi2, straw1.covariance());
+  BOOST_CHECK_CLOSE(CompSpacePointAuxiliaries::chi2Term(line, straw1),
+                    chi2.chi2, 1.e-7);
 }
 
 BOOST_AUTO_TEST_CASE(CombinatorialSeedSolverStripsTest) {

From e0a1e0ff5ca89bb55c16f6b7b47fffdb3db77d6c Mon Sep 17 00:00:00 2001
From: junggjo9 <junggjo90@gmail.com>
Date: Mon, 25 Aug 2025 20:01:50 +0200
Subject: [PATCH 23/56] feat: Line3DWithPartialDerivatives Add constructor from
 parameters (#4576)

- Add constructor which can directly takes the paremeters
- Allow that the parameterVector may larger than the needed size of 4. The first 4 components are interpreted as the line parameters then
- Replace static_cast with toUnderlying
---
 .../detail/Line3DWithPartialDerivatives.hpp   | 37 +++++--
 .../detail/Line3DWithPartialDerivatives.ipp   | 12 ++-
 .../Core/Seeding/StrawLineResidualTest.cpp    | 98 +++++++++----------
 .../Core/Utilities/LineWithPartialTests.cpp   | 68 +++++++------
 4 files changed, 121 insertions(+), 94 deletions(-)

diff --git a/Core/include/Acts/Utilities/detail/Line3DWithPartialDerivatives.hpp b/Core/include/Acts/Utilities/detail/Line3DWithPartialDerivatives.hpp
index 04fff82dec1..a2ab99f5dd8 100644
--- a/Core/include/Acts/Utilities/detail/Line3DWithPartialDerivatives.hpp
+++ b/Core/include/Acts/Utilities/detail/Line3DWithPartialDerivatives.hpp
@@ -28,20 +28,41 @@ class Line3DWithPartialDerivatives {
   using Vector = Eigen::Matrix<T, 3, 1>;
   /// @brief Enum to map the indices of the parameter vector
   enum class ParIndex : std::uint8_t {
-    x0 = 0,
-    y0 = 1,
-    theta = 2,
-    phi = 3,
-    nPars = 4
+    y0 = 0,     /// y-axis intercept at z=0
+    theta = 1,  /// polar angle w.r.t the z-axis
+    x0 = 2,     /// x-axis intercept at z=0
+    phi = 3,    /// Azimuthal angle in the x-y plane
+    nPars = 4,  /// Number of line parameters
   };
-  static constexpr std::uint8_t s_nPars =
-      static_cast<std::uint8_t>(ParIndex::nPars);
+  static constexpr auto s_nPars = static_cast<std::size_t>(ParIndex::nPars);
   /// @brief Abrivation of the parameter vector type
   using ParamVector = std::array<T, s_nPars>;
+  /// @brief default constructor
+  Line3DWithPartialDerivatives() = default;
+  /// @brief Default copy constructor
+  Line3DWithPartialDerivatives(
+      const Line3DWithPartialDerivatives& other) noexcept = default;
+  /// @brief Default move constructor
+  Line3DWithPartialDerivatives(Line3DWithPartialDerivatives&& other) noexcept =
+      default;
+  /// @brief Default assignment operator
+  Line3DWithPartialDerivatives& operator=(
+      const Line3DWithPartialDerivatives& other) noexcept = default;
+  /// @brief Default move assignemt operator
+  Line3DWithPartialDerivatives& operator=(
+      Line3DWithPartialDerivatives&& other) noexcept = default;
+  /// @brief Constructor taking a parameter array which is at least as big as the ParamVector
+  ///        The first 4 indices are interpreted as the corresponding line
+  ///        parameters
+  template <std::size_t N>
+  explicit Line3DWithPartialDerivatives(
+      const std::array<T, N>& initPars) noexcept;
 
   /// @brief Update the line & derivatives with the new parameters
   /// @param newPars The new parameters to update the line with
-  void updateParameters(const ParamVector& newPars);
+  template <std::size_t N>
+  void updateParameters(const std::array<T, N>& newPars) noexcept
+    requires(N >= s_nPars);
   /// @brief Returns a point on the line
   const Vector& position() const;
   /// @brief Returns the direction of the line
diff --git a/Core/include/Acts/Utilities/detail/Line3DWithPartialDerivatives.ipp b/Core/include/Acts/Utilities/detail/Line3DWithPartialDerivatives.ipp
index dbde90898bd..8cae1812f73 100644
--- a/Core/include/Acts/Utilities/detail/Line3DWithPartialDerivatives.ipp
+++ b/Core/include/Acts/Utilities/detail/Line3DWithPartialDerivatives.ipp
@@ -28,8 +28,18 @@ Line3DWithPartialDerivatives<T>::parameters() const {
 }
 
 template <std::floating_point T>
+template <std::size_t N>
+Line3DWithPartialDerivatives<T>::Line3DWithPartialDerivatives(
+    const std::array<T, N>& initPars) noexcept {
+  updateParameters(initPars);
+}
+
+template <std::floating_point T>
+template <std::size_t N>
 void Line3DWithPartialDerivatives<T>::updateParameters(
-    const ParamVector& newPars) {
+    const std::array<T, N>& newPars) noexcept
+  requires(N >= s_nPars)
+{
   m_pos[Acts::eX] = newPars[toUnderlying(ParIndex::x0)];
   m_pos[Acts::eY] = newPars[toUnderlying(ParIndex::y0)];
 
diff --git a/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp b/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
index ad494968ef6..49576a0c510 100644
--- a/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
+++ b/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
@@ -134,8 +134,7 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
   resCfg.useHessian = true;
   resCfg.calcAlongStrip = false;
   resCfg.parsToUse = {ParIdx::x0, ParIdx::y0, ParIdx::phi, ParIdx::theta};
-  Line_t line{};
-  line.updateParameters(linePars);
+  Line_t line{linePars};
 
   std::cout << "\n\n\nResidual test - Test line: " << toString(line.position())
             << ", " << toString(line.direction()) << std::endl;
@@ -214,11 +213,9 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
   constexpr double tolerance = 1.e-3;
   for (auto par : resCfg.parsToUse) {
     Pars_t lineParsUp{linePars}, lineParsDn{linePars};
-    lineParsUp[static_cast<std::size_t>(par)] += h;
-    lineParsDn[static_cast<std::size_t>(par)] -= h;
-    Line_t lineUp{}, lineDn{};
-    lineUp.updateParameters(lineParsUp);
-    lineDn.updateParameters(lineParsDn);
+    lineParsUp[toUnderlying(par)] += h;
+    lineParsDn[toUnderlying(par)] -= h;
+    Line_t lineUp{lineParsUp}, lineDn{lineParsDn};
 
     CompSpacePointAuxiliaries resCalcUp{
         resCfg, Acts::getDefaultLogger("testResUp", logLvl)};
@@ -296,8 +293,7 @@ void timeStripResidualTest(const Pars_t& linePars, const double timeT0,
   resCfg.calcAlongStrip = true;
   resCfg.parsToUse = {ParIdx::x0, ParIdx::y0, ParIdx::phi, ParIdx::theta,
                       ParIdx::t0};
-  Line_t line{};
-  line.updateParameters(linePars);
+  Line_t line{linePars};
 
   std::cout << "\n\n\nResidual test for line: " << toString(line.position())
             << ", " << toString(line.direction()) << " with t0: " << timeT0
@@ -334,8 +330,8 @@ void timeStripResidualTest(const Pars_t& linePars, const double timeT0,
     Pars_t lineParsUp{linePars}, lineParsDn{linePars};
 
     if (partial != ParIdx::t0) {
-      lineParsUp[static_cast<std::size_t>(partial)] += h;
-      lineParsDn[static_cast<std::size_t>(partial)] -= h;
+      lineParsUp[toUnderlying(partial)] += h;
+      lineParsDn[toUnderlying(partial)] -= h;
       lineUp.updateParameters(lineParsUp);
       lineDn.updateParameters(lineParsDn);
       resCalcUp.updateFullResidual(lineUp, timeT0, sp);
@@ -388,8 +384,7 @@ BOOST_AUTO_TEST_CASE(StrawDriftTimeCase) {
                             const std::string& calcName, const Pars_t& linePars,
                             const Vector& pos, const Vector& dir,
                             const double t0) {
-    Line_t line{};
-    line.updateParameters(linePars);
+    Line_t line{linePars};
     std::cout << "Calculate residual w.r.t. " << toString(line.position())
               << ", " << toString(line.direction()) << std::endl;
     auto isectP = lineIntersect(pos, dir, line.position(), line.direction());
@@ -432,8 +427,8 @@ BOOST_AUTO_TEST_CASE(StrawDriftTimeCase) {
       Pars_t lineParsUp{linePars}, lineParsDn{linePars};
       double t0Up{t0}, t0Dn{t0};
       if (partial != ParIdx::t0) {
-        lineParsUp[static_cast<std::size_t>(partial)] += h;
-        lineParsDn[static_cast<std::size_t>(partial)] -= h;
+        lineParsUp[toUnderlying(partial)] += h;
+        lineParsDn[toUnderlying(partial)] -= h;
       } else {
         t0Up += h;
         t0Dn -= h;
@@ -468,16 +463,16 @@ BOOST_AUTO_TEST_CASE(StrawDriftTimeCase) {
     }
   };
   Pars_t linePars{};
-  linePars[static_cast<std::size_t>(ParIdx::phi)] = 90._degree;
-  linePars[static_cast<std::size_t>(ParIdx::theta)] = 45_degree;
-  linePars[static_cast<std::size_t>(ParIdx::x0)] = 0._cm;
-  linePars[static_cast<std::size_t>(ParIdx::y0)] = -105_cm;
+  linePars[toUnderlying(ParIdx::phi)] = 90._degree;
+  linePars[toUnderlying(ParIdx::theta)] = 45_degree;
+  linePars[toUnderlying(ParIdx::x0)] = 0._cm;
+  linePars[toUnderlying(ParIdx::y0)] = -105_cm;
 
   testTimingResidual(linePars, Vector{0._cm, -75._cm, 150._cm}, Vector::UnitX(),
                      10._ns);
   testTimingResidual(linePars, Vector{0._cm, -75._cm, 150._cm},
                      Vector{1., 1., 0.}.normalized(), 10._ns);
-  linePars[static_cast<std::size_t>(ParIdx::phi)] = 60._degree;
+  linePars[toUnderlying(ParIdx::phi)] = 60._degree;
   testTimingResidual(linePars, Vector{0._cm, -75._cm, 150._cm}, Vector::UnitX(),
                      10._ns);
   testTimingResidual(linePars, Vector{0._cm, -75._cm, 150._cm},
@@ -502,8 +497,8 @@ BOOST_AUTO_TEST_CASE(WireResidualTest) {
   using Pars_t = Line_t::ParamVector;
   using ParIdx = Line_t::ParIndex;
   Pars_t linePars{};
-  linePars[static_cast<std::size_t>(ParIdx::phi)] = 30._degree;
-  linePars[static_cast<std::size_t>(ParIdx::theta)] = 60._degree;
+  linePars[toUnderlying(ParIdx::phi)] = 30._degree;
+  linePars[toUnderlying(ParIdx::theta)] = 60._degree;
 
   // Generate the first test measurement
   testResidual(linePars, TestSpacePoint{Vector{100._cm, 50._cm, 30._cm},
@@ -516,8 +511,8 @@ BOOST_AUTO_TEST_CASE(WireResidualTest) {
   testResidual(linePars, TestSpacePoint{Vector{100._cm, 50._cm, 30._cm},
                                         Vector::UnitX(), 10._cm, true});
 
-  linePars[static_cast<std::size_t>(ParIdx::phi)] = 30._degree;
-  linePars[static_cast<std::size_t>(ParIdx::theta)] = 60._degree;
+  linePars[toUnderlying(ParIdx::phi)] = 30._degree;
+  linePars[toUnderlying(ParIdx::theta)] = 60._degree;
 
   testResidual(linePars, TestSpacePoint{Vector{100._cm, 50._cm, 30._cm},
                                         Vector::UnitX(), 10._cm});
@@ -525,8 +520,8 @@ BOOST_AUTO_TEST_CASE(WireResidualTest) {
   testResidual(linePars, TestSpacePoint{Vector{100._cm, 50._cm, 30._cm},
                                         Vector::UnitX(), 10._cm, true});
 
-  linePars[static_cast<std::size_t>(ParIdx::phi)] = 60._degree;
-  linePars[static_cast<std::size_t>(ParIdx::theta)] = 30._degree;
+  linePars[toUnderlying(ParIdx::phi)] = 60._degree;
+  linePars[toUnderlying(ParIdx::theta)] = 30._degree;
 
   testResidual(linePars, TestSpacePoint{Vector{100._cm, 50._cm, 30._cm},
                                         Vector::UnitX(), 10._cm});
@@ -545,8 +540,8 @@ BOOST_AUTO_TEST_CASE(WireResidualTest) {
 
 BOOST_AUTO_TEST_CASE(StripResidual) {
   Pars_t linePars{};
-  linePars[static_cast<std::size_t>(ParIdx::phi)] = 60._degree;
-  linePars[static_cast<std::size_t>(ParIdx::theta)] = 45_degree;
+  linePars[toUnderlying(ParIdx::phi)] = 60._degree;
+  linePars[toUnderlying(ParIdx::theta)] = 45_degree;
 
   testResidual(linePars,
                TestSpacePoint{Vector{75._cm, -75._cm, 100._cm},
@@ -575,8 +570,8 @@ BOOST_AUTO_TEST_CASE(StripResidual) {
 
 BOOST_AUTO_TEST_CASE(TimeStripResidual) {
   Pars_t linePars{};
-  linePars[static_cast<std::size_t>(ParIdx::phi)] = 60._degree;
-  linePars[static_cast<std::size_t>(ParIdx::theta)] = 45_degree;
+  linePars[toUnderlying(ParIdx::phi)] = 60._degree;
+  linePars[toUnderlying(ParIdx::theta)] = 45_degree;
 
   Acts::Transform3 locToGlob{Acts::Transform3::Identity()};
 
@@ -627,10 +622,10 @@ BOOST_AUTO_TEST_CASE(TimeStripResidual) {
 
 BOOST_AUTO_TEST_CASE(ChiSqEvaluation) {
   Pars_t linePars{};
-  linePars[static_cast<std::size_t>(ParIdx::phi)] = 30._degree;
-  linePars[static_cast<std::size_t>(ParIdx::theta)] = 75_degree;
-  linePars[static_cast<std::size_t>(ParIdx::x0)] = 10._cm;
-  linePars[static_cast<std::size_t>(ParIdx::y0)] = -10_cm;
+  linePars[toUnderlying(ParIdx::phi)] = 30._degree;
+  linePars[toUnderlying(ParIdx::theta)] = 75_degree;
+  linePars[toUnderlying(ParIdx::x0)] = 10._cm;
+  linePars[toUnderlying(ParIdx::y0)] = -10_cm;
 
   Config_t resCfg{};
   resCfg.useHessian = true;
@@ -638,8 +633,7 @@ BOOST_AUTO_TEST_CASE(ChiSqEvaluation) {
   resCfg.parsToUse = {ParIdx::x0, ParIdx::phi, ParIdx::y0, ParIdx::theta,
                       ParIdx::t0};
 
-  Line_t line{};
-  line.updateParameters(linePars);
+  Line_t line{linePars};
 
   const TestSpacePoint strip{
       line.point(20._cm) + 5._cm * line.direction().cross(Vector::UnitX()),
@@ -667,7 +661,7 @@ BOOST_AUTO_TEST_CASE(ChiSqEvaluation) {
   for (const auto par : resCfg.parsToUse) {
     Pars_t lineParsUp{linePars}, lineParsDn{linePars};
 
-    const auto dIdx = static_cast<std::size_t>(par);
+    const auto dIdx = toUnderlying(par);
     double t0Up{t0}, t0Dn{t0};
     if (par != ParIdx::t0) {
       lineParsUp[dIdx] += h;
@@ -698,7 +692,7 @@ BOOST_AUTO_TEST_CASE(ChiSqEvaluation) {
       if (par2 > par) {
         break;
       }
-      const auto dIdx2 = static_cast<std::size_t>(par2);
+      const auto dIdx2 = toUnderlying(par2);
       const double anaHess = chi2.hessian(dIdx, dIdx2);
       const double numHess =
           (chi2Up.gradient[dIdx2] - chi2Dn.gradient[dIdx2]) / (2. * h);
@@ -741,10 +735,10 @@ BOOST_AUTO_TEST_CASE(CombinatorialSeedSolverStripsTest) {
   RandomEngine rndEngine{23568};
   const std::size_t nStrips = 8;
   const std::size_t nEvents = 100;
-  constexpr auto x0_idx = static_cast<std::size_t>(ParIdx::x0);
-  constexpr auto y0_idx = static_cast<std::size_t>(ParIdx::y0);
-  constexpr auto phi_idx = static_cast<std::size_t>(ParIdx::phi);
-  constexpr auto theta_idx = static_cast<std::size_t>(ParIdx::theta);
+  constexpr auto x0_idx = toUnderlying(ParIdx::x0);
+  constexpr auto y0_idx = toUnderlying(ParIdx::y0);
+  constexpr auto phi_idx = toUnderlying(ParIdx::phi);
+  constexpr auto theta_idx = toUnderlying(ParIdx::theta);
 
   const std::array<Vector3, nStrips> stripDirections = {
       Vector3::UnitX(),
@@ -763,23 +757,19 @@ BOOST_AUTO_TEST_CASE(CombinatorialSeedSolverStripsTest) {
   std::array<Vector3, nStrips> intersections{};
 
   // pseudo track initialization
-  Line_t line{};
-  Pars_t linePars{};
-  linePars[x0_idx] = 0. * 1_mm;
-  linePars[y0_idx] = 0. * 1_mm;
-  linePars[phi_idx] = 0. * 1_degree;
-  linePars[theta_idx] = 0. * 1_degree;
-  line.updateParameters(linePars);
 
   for (std::size_t i = 0; i < nEvents; i++) {
     std::cout << "\n\n\nCombinatorial Seed test - Processing Event: " << i
               << std::endl;
     // update pseudo track parameters with random values
-    linePars[x0_idx] = rndEngine() % 1000 - 500.;
-    linePars[y0_idx] = rndEngine() % 1000 - 500.;
-    linePars[phi_idx] = (rndEngine() % 90) * 1_degree;
-    linePars[theta_idx] = (rndEngine() % 90) * 1_degree;
-    line.updateParameters(linePars);
+    Pars_t linePars{};
+    linePars[x0_idx] = std::uniform_real_distribution{-500., 500.}(rndEngine);
+    linePars[y0_idx] = std::uniform_real_distribution{-500., 500.}(rndEngine);
+    linePars[phi_idx] =
+        std::uniform_real_distribution{0.1_degree, 179.9_degree}(rndEngine);
+    linePars[theta_idx] =
+        std::uniform_real_distribution{-180_degree, 180_degree}(rndEngine);
+    Line_t line{linePars};
 
     Vector3 muonPos = line.position();
     Vector3 muonDir = line.direction();
diff --git a/Tests/UnitTests/Core/Utilities/LineWithPartialTests.cpp b/Tests/UnitTests/Core/Utilities/LineWithPartialTests.cpp
index 40061be0279..c1a8fe21953 100644
--- a/Tests/UnitTests/Core/Utilities/LineWithPartialTests.cpp
+++ b/Tests/UnitTests/Core/Utilities/LineWithPartialTests.cpp
@@ -24,39 +24,36 @@ using namespace Acts::UnitLiterals;
 /// The random number generator used in the framework.
 using RandomEngine = std::mt19937;  ///< Mersenne Twister
 
-constexpr auto p_x0 = static_cast<std::size_t>(ParIndices::x0);
-constexpr auto p_y0 = static_cast<std::size_t>(ParIndices::y0);
-constexpr auto p_theta = static_cast<std::size_t>(ParIndices::theta);
-constexpr auto p_phi = static_cast<std::size_t>(ParIndices::phi);
-
 ParamVector makeTrack(RandomEngine& rndEngine) {
   ParamVector pars{};
-  pars[p_x0] =
-      static_cast<double>(rndEngine() % 1000) - 500;  // Random x0 in [-50, 50]
-  pars[p_y0] =
-      static_cast<double>(rndEngine() % 1000) - 500;  // Random y0 in [-50, 50]
-  pars[p_theta] = static_cast<double>(rndEngine() % 180) *
-                  1_degree;  // Random theta in [0, 180)
-  pars[p_phi] = static_cast<double>(rndEngine() % 360) *
-                1_degree;  // Random phi in [-180, 180)
+  pars[toUnderlying(ParIndices::x0)] =
+      std::uniform_real_distribution{-500., 500.}(rndEngine);
+  pars[toUnderlying(ParIndices::y0)] =
+      std::uniform_real_distribution{-500., 500.}(rndEngine);
+  pars[toUnderlying(ParIndices::theta)] =
+      std::uniform_real_distribution{0.1_degree, 179.9_degree}(rndEngine);
+  pars[toUnderlying(ParIndices::phi)] =
+      std::uniform_real_distribution{-180_degree, 180_degree}(rndEngine);
   return pars;
 }
 
 BOOST_AUTO_TEST_SUITE(LineWithPartialTests)
 
 BOOST_AUTO_TEST_CASE(lineParameterTest) {
-  Line_t newLine{};
   constexpr std::size_t trials = 1000;
   constexpr double tolerance = 1.e-12;
   RandomEngine rndEngine{3585};
   for (std::size_t i = 0; i < trials; ++i) {
     auto pars = makeTrack(rndEngine);
-    newLine.updateParameters(pars);
-    BOOST_CHECK_CLOSE(newLine.position()[Acts::eX], pars[p_x0], tolerance);
-    BOOST_CHECK_CLOSE(newLine.position()[Acts::eY], pars[p_y0], tolerance);
+    Line_t newLine{pars};
+    BOOST_CHECK_CLOSE(newLine.position()[Acts::eX],
+                      pars[toUnderlying(ParIndices::x0)], tolerance);
+    BOOST_CHECK_CLOSE(newLine.position()[Acts::eY],
+                      pars[toUnderlying(ParIndices::y0)], tolerance);
     BOOST_CHECK_LE(newLine.position()[Acts::eZ], tolerance);
     const Acts::Vector3 dir =
-        Acts::makeDirectionFromPhiTheta(pars[p_phi], pars[p_theta]);
+        Acts::makeDirectionFromPhiTheta(pars[toUnderlying(ParIndices::phi)],
+                                        pars[toUnderlying(ParIndices::theta)]);
     BOOST_CHECK_CLOSE(newLine.direction().dot(dir), 1., tolerance);
   }
 }
@@ -67,25 +64,34 @@ BOOST_AUTO_TEST_CASE(lineGradientTest) {
   constexpr double tolerance = 1.e-7;
   for (std::size_t trial = 0; trial < trials; ++trial) {
     const ParamVector pars{makeTrack(rndEngine)};
-    std::cout << "lineGradientTest -- Generated parameters  x: " << pars[p_x0]
-              << ", y: " << pars[p_y0]
-              << ", theta: " << (pars[p_theta] / 1_degree)
-              << ", phi: " << (pars[p_phi] / 1_degree) << std::endl;
-    Line_t segLine{};
-    segLine.updateParameters(pars);
+    std::cout << "lineGradientTest -- Generated parameters  x: "
+              << pars[toUnderlying(ParIndices::x0)]
+              << ", y: " << pars[toUnderlying(ParIndices::y0)] << ", theta: "
+              << (pars[toUnderlying(ParIndices::theta)] / 1_degree)
+              << ", phi: " << (pars[toUnderlying(ParIndices::phi)] / 1_degree)
+              << std::endl;
+    Line_t segLine{pars};
 
     BOOST_CHECK_LE((segLine.gradient(ParIndices::x0) - Vector3::UnitX()).norm(),
                    tolerance);
     BOOST_CHECK_LE((segLine.gradient(ParIndices::y0) - Vector3::UnitY()).norm(),
                    tolerance);
+    /// check that the returned parameters correspond to the parsed one
+    const ParamVector parsFromL = segLine.parameters();
+    BOOST_CHECK_CLOSE(parsFromL[toUnderlying(ParIndices::x0)],
+                      pars[toUnderlying(ParIndices::x0)], tolerance);
+    BOOST_CHECK_CLOSE(parsFromL[toUnderlying(ParIndices::y0)],
+                      pars[toUnderlying(ParIndices::y0)], tolerance);
+    BOOST_CHECK_CLOSE(parsFromL[toUnderlying(ParIndices::theta)],
+                      pars[toUnderlying(ParIndices::theta)], tolerance);
+    BOOST_CHECK_CLOSE(parsFromL[toUnderlying(ParIndices::phi)],
+                      pars[toUnderlying(ParIndices::phi)], tolerance);
 
     for (const auto param : {ParIndices::theta, ParIndices::phi}) {
       ParamVector parsUp{pars}, parsDn{pars};
-      parsUp[static_cast<std::size_t>(param)] += h;
-      parsDn[static_cast<std::size_t>(param)] -= h;
-      Line_t segLineUp{}, segLineDn{};
-      segLineUp.updateParameters(parsUp);
-      segLineDn.updateParameters(parsDn);
+      parsUp[toUnderlying(param)] += h;
+      parsDn[toUnderlying(param)] -= h;
+      Line_t segLineUp{parsUp}, segLineDn{parsDn};
 
       const Vector3 numDeriv{(segLineUp.direction() - segLineDn.direction()) /
                              (2. * h)};
@@ -94,8 +100,8 @@ BOOST_AUTO_TEST_CASE(lineGradientTest) {
       for (const auto param1 : {ParIndices::theta, ParIndices::phi,
                                 ParIndices::x0, ParIndices::y0}) {
         ParamVector parsUp1{pars}, parsDn1{pars};
-        parsUp1[static_cast<std::size_t>(param1)] += h;
-        parsDn1[static_cast<std::size_t>(param1)] -= h;
+        parsUp1[toUnderlying(param1)] += h;
+        parsDn1[toUnderlying(param1)] -= h;
 
         segLineUp.updateParameters(parsUp1);
         segLineDn.updateParameters(parsDn1);

From 9ed4dffb618ab9bfc800ad3c497fea1e46d3ad10 Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Tue, 26 Aug 2025 11:39:28 +0300
Subject: [PATCH 24/56] fix: Decrease debug output level to DEBUG for event
 frequency (#4581)

---
 .../TrackFinding/src/SeedingOrthogonalAlgorithm.cpp         | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/Examples/Algorithms/TrackFinding/src/SeedingOrthogonalAlgorithm.cpp b/Examples/Algorithms/TrackFinding/src/SeedingOrthogonalAlgorithm.cpp
index 08ecde034f7..2e1f5257a02 100644
--- a/Examples/Algorithms/TrackFinding/src/SeedingOrthogonalAlgorithm.cpp
+++ b/Examples/Algorithms/TrackFinding/src/SeedingOrthogonalAlgorithm.cpp
@@ -86,13 +86,13 @@ ProcessCode SeedingOrthogonalAlgorithm::execute(
   Acts::SpacePointContainer<decltype(container), Acts::detail::RefHolder>
       spContainer(spConfig, spOptions, container);
 
-  ACTS_INFO("About to process " << spContainer.size() << " space points ...");
+  ACTS_DEBUG("About to process " << spContainer.size() << " space points ...");
 
   std::vector<Acts::Seed<proxy_type>> seeds =
       m_finder->createSeeds(m_cfg.seedFinderOptions, spContainer);
 
-  ACTS_INFO("Created " << seeds.size() << " track seeds from "
-                       << spacePoints.size() << " space points");
+  ACTS_DEBUG("Created " << seeds.size() << " track seeds from "
+                        << spacePoints.size() << " space points");
 
   // need to convert here from seed of proxies to seed of sps
   SimSeedContainer seedsToAdd;

From 4877734d48ba2efdc78e570f82147176bfebe464 Mon Sep 17 00:00:00 2001
From: junggjo9 <junggjo90@gmail.com>
Date: Tue, 26 Aug 2025 12:01:44 +0200
Subject: [PATCH 25/56] fix: GlobalChi2Fitter - Spell-out detail namespace
 (#4579)

- replace detail::<> by Acts::detail::<>
---
 .../Acts/TrackFitting/GlobalChiSquareFitter.hpp      | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/Core/include/Acts/TrackFitting/GlobalChiSquareFitter.hpp b/Core/include/Acts/TrackFitting/GlobalChiSquareFitter.hpp
index 2bbb52eafcc..026a07463ea 100644
--- a/Core/include/Acts/TrackFitting/GlobalChiSquareFitter.hpp
+++ b/Core/include/Acts/TrackFitting/GlobalChiSquareFitter.hpp
@@ -96,10 +96,10 @@ struct Gx2FitterExtensions {
 
   /// Default constructor which connects the default void components
   Gx2FitterExtensions() {
-    calibrator.template connect<&detail::voidFitterCalibrator<traj_t>>();
-    updater.template connect<&detail::voidFitterUpdater<traj_t>>();
-    outlierFinder.template connect<&detail::voidOutlierFinder<traj_t>>();
-    surfaceAccessor.connect<&detail::voidSurfaceAccessor>();
+    calibrator.template connect<&Acts::detail::voidFitterCalibrator<traj_t>>();
+    updater.template connect<&Acts::detail::voidFitterUpdater<traj_t>>();
+    outlierFinder.template connect<&Acts::detail::voidOutlierFinder<traj_t>>();
+    surfaceAccessor.connect<&Acts::detail::voidSurfaceAccessor>();
   }
 };
 
@@ -818,8 +818,8 @@ class Gx2Fitter {
         if (scatteringMapId == scatteringMap->end()) {
           ACTS_DEBUG("    ... create entry in scattering map.");
 
-          detail::PointwiseMaterialInteraction interaction(surface, state,
-                                                           stepper);
+          Acts::detail::PointwiseMaterialInteraction interaction(surface, state,
+                                                                 stepper);
           // We need to evaluate the material to create the correct slab
           const bool slabIsValid = interaction.evaluateMaterialSlab(
               state, navigator, MaterialUpdateStage::FullUpdate);

From 2654d13d69535a0a6c0c89d61c0c5c712a0c2725 Mon Sep 17 00:00:00 2001
From: junggjo9 <junggjo90@gmail.com>
Date: Tue, 26 Aug 2025 15:46:25 +0200
Subject: [PATCH 26/56] feat: Fast line fitter for straws (#4547)

- Introduce new fitter class to fit a straight 2D line to a set of straw
measurement.
---
 .../detail/CompSpacePointAuxiliaries.hpp      |  23 +-
 .../detail/CompSpacePointAuxiliaries.ipp      |  25 +-
 .../Seeding/detail/FastStrawLineFitter.hpp    | 210 ++++++++++
 .../Seeding/detail/FastStrawLineFitter.ipp    | 147 +++++++
 Core/src/Seeding/CMakeLists.txt               |   5 +-
 Core/src/Seeding/FastStrawLineFitter.cpp      | 138 +++++++
 Tests/UnitTests/Core/Seeding/CMakeLists.txt   |   5 +
 .../Core/Seeding/FastStrawLineFitTests.cpp    | 363 ++++++++++++++++++
 8 files changed, 911 insertions(+), 5 deletions(-)
 create mode 100644 Core/include/Acts/Seeding/detail/FastStrawLineFitter.hpp
 create mode 100644 Core/include/Acts/Seeding/detail/FastStrawLineFitter.ipp
 create mode 100644 Core/src/Seeding/FastStrawLineFitter.cpp
 create mode 100644 Tests/UnitTests/Core/Seeding/FastStrawLineFitTests.cpp

diff --git a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp
index adad6e7b52b..948883e3af9 100644
--- a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp
+++ b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp
@@ -238,10 +238,31 @@ class CompSpacePointAuxiliaries {
                          const SpacePoint_t& hit);
   /// @brief Calculate whether the track passed on the left (-1) or the right (1) side
   ///        of the straw wire. Returns 0 for strips
-  /// @param line: Reference to the
+  /// @param line: Reference to the line of interest
   /// @param strawSp: Straw measurement of interest
   template <CompositeSpacePoint Point_t>
   static int strawSign(const Line_t& line, const Point_t& strawSp);
+  /// @brief Calculate whether a generic line is on the left (-1) or right (1) side
+  ///         of the straw wire. Return 0 for strip
+  /// @param pos: Point on the line
+  /// @param dir: Direction of the line
+  /// @param strawSp: Straw measurement of interest
+  template <CompositeSpacePoint Point_t>
+  static int strawSign(const Vector& pos, const Vector& dir,
+                       const Point_t& strawSp);
+  /// @brief Calculate the straw signs for a set of measurements
+  /// @param line: Reference to the line to which the residual is calculated
+  /// @param measurements: List of straw measurements to calculate the signs for
+  template <CompositeSpacePointContainer StrawCont_t>
+  static std::vector<int> strawSigns(const Line_t& line,
+                                     const StrawCont_t& measurements);
+  /// @brief Calculate the straw signs for a set of measurements
+  /// @param pos: Point on the line
+  /// @param dir: Direction of the line
+  /// @param measurements: List of straw measurements to calculate the signs for
+  template <CompositeSpacePointContainer StrawCont_t>
+  static std::vector<int> strawSigns(const Vector& pos, const Vector& dir,
+                                     const StrawCont_t& measurements);
 
  private:
   /// @brief Reference to the logging object
diff --git a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp
index d807beccea6..2fff5ac649b 100644
--- a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp
+++ b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp
@@ -123,15 +123,34 @@ double CompSpacePointAuxiliaries::chi2Term(const Vector& pos, const Vector& dir,
 template <CompositeSpacePoint Point_t>
 int CompSpacePointAuxiliaries::strawSign(const Line_t& line,
                                          const Point_t& strawSp) {
+  return strawSign(line.position(), line.direction(), strawSp);
+}
+
+template <CompositeSpacePoint Point_t>
+int CompSpacePointAuxiliaries::strawSign(const Vector& pos, const Vector& dir,
+                                         const Point_t& strawSp) {
   if (!strawSp.isStraw()) {
     return 0;
   }
   const double dist = Acts::detail::LineHelper::signedDistance(
-      line.position(), line.direction(), strawSp.localPosition(),
-      strawSp.sensorDirection());
+      pos, dir, strawSp.localPosition(), strawSp.sensorDirection());
   return dist > 0. ? 1 : -1;
 }
-
+template <CompositeSpacePointContainer StrawCont_t>
+std::vector<int> CompSpacePointAuxiliaries::strawSigns(
+    const Line_t& line, const StrawCont_t& measurements) {
+  return strawSigns(line.position(), line.direction(), measurements);
+}
+template <CompositeSpacePointContainer StrawCont_t>
+std::vector<int> CompSpacePointAuxiliaries::strawSigns(
+    const Vector& pos, const Vector& dir, const StrawCont_t& measurements) {
+  std::vector<int> signs{};
+  signs.reserve(measurements.size());
+  for (const auto& strawSp : measurements) {
+    signs.push_back(strawSign(pos, dir, *strawSp));
+  }
+  return signs;
+}
 template <CompositeSpacePoint Point_t>
 void CompSpacePointAuxiliaries::updateSpatialResidual(
     const Line_t& line, const Point_t& spacePoint) {
diff --git a/Core/include/Acts/Seeding/detail/FastStrawLineFitter.hpp b/Core/include/Acts/Seeding/detail/FastStrawLineFitter.hpp
new file mode 100644
index 00000000000..7193acf6ad0
--- /dev/null
+++ b/Core/include/Acts/Seeding/detail/FastStrawLineFitter.hpp
@@ -0,0 +1,210 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#pragma once
+
+#include "Acts/Definitions/Algebra.hpp"
+#include "Acts/EventData/CompositeSpacePoint.hpp"
+#include "Acts/Seeding/detail/CompSpacePointAuxiliaries.hpp"
+#include "Acts/Utilities/CalibrationContext.hpp"
+#include "Acts/Utilities/Logger.hpp"
+
+#include <memory>
+#include <vector>
+
+namespace Acts::Experimental::detail {
+
+///  @brief The FastStrawLineFitter fits a straight line to a set of straw measurements
+///         The space points  passed to the fitter need to be all straw space
+///         points and their straw wires need to be approximately parallel to
+///         each other. Under this assumption, each straw measurements can be
+///         projected onto the plane which is perpendicular to its straw wire
+///         and the residual to the k-th straw is written as
+///
+///                 R_{k} = T_{z,k} * sin \theta - (T_{y,k} -  y_{0})* cos \theta - sign_{k} * r_{k}
+///
+///         where, \theta and y_{0} are the two line parameters to fit, T_{z,k} and T_{y,k} are
+///         the coordinates of the straw-tube in the plane, sign_{k} fixes the
+///         left-right ambiguity, and r_{k} is the drift radius of the
+///         measurement. The z & y coordinates are given by the dot product of
+///         the straw's local position with its planeNormal & toNextSensor
+///         vector, respectively. Assuming that the drift radius does not need
+///         to be calibrated during the fit, the entire problem reduces to the
+///         minimization of a polynomial having the form
+///
+///                   A * cos(\theta)  + B * sin(\theta)  + C * cos(2\theta) + D * sin(2\theta)
+///         where A, B, C, D are fit constants depending on the configuration of
+///         the tubes to fit. They are documented in
+///         https://gitlab.cern.ch/atlas-nextgen/work-package-2.5/analyticalsegment
+///
+class FastStrawLineFitter {
+ public:
+  /// @brief abrivation of the residual indices to fetch the proper covariance
+  using ResidualIdx = CompSpacePointAuxiliaries::ResidualIdx;
+  /// @brief Vector type
+  using Vector = CompSpacePointAuxiliaries::Vector;
+  /// @brief Configuration object
+  struct Config {
+    /// @brief Number of maximum iterations
+    std::size_t maxIter{10};
+    /// @brief Cutoff to def
+    double precCutOff{1.e-9};
+  };
+  /// @brief Constructor of the fast straw line fitter
+  /// @param cfg: Reference to the fitter's configuration object
+  /// @param logger: Optional overwrite of the logging object
+  explicit FastStrawLineFitter(const Config& cfg,
+                               std::unique_ptr<const Logger> logger =
+                                   getDefaultLogger("FastStrawLineFitter",
+                                                    Logging::Level::INFO));
+
+  /// @brief Helper struct to pack the result of the straw line fit
+  struct FitResult {
+    virtual ~FitResult() = default;
+    /// @brief Printer method
+    virtual void print(std::ostream& ostr) const;
+    /// @brief Ostream operator
+    friend std::ostream& operator<<(std::ostream& ostr, const FitResult& x) {
+      x.print(ostr);
+      return ostr;
+    }
+    /// @brief Fitted inclination angle
+    double theta{0.};
+    /// @brief Uncertainty on the fitted angle
+    double dTheta{0.};
+    /// @brief Fitted line intercept
+    double y0{0.};
+    /// @brief Uncertainty on the intercept
+    double dY0{0.};
+    /// @brief Evaluated chi2 postfit
+    double chi2{0.};
+    /// @brief Number of degrees of freedom
+    std::size_t nDoF{0};
+    /// @brief Number of iterations to converge
+    std::size_t nIter{0};
+  };
+
+  /// @brief Brief fit a straight line to a set of straw measurements and return
+  ///        the theta angle & the intercept as well as the associated
+  ///        uncertainties.
+  /// @param measuremments: Collection of straw measurements to fit
+  /// @param signs: Convention of whether the straw-line shall be left or right
+  ///               of a particular straw measurements. Needs to have the same
+  ///               length as the list of measurements.
+  template <CompositeSpacePointContainer StrawCont_t>
+  std::optional<FitResult> fit(const StrawCont_t& measurements,
+                               const std::vector<int>& signs) const;
+
+ private:
+  /// @brief Index of the drift circle covariance inside the straw
+  ///        space-point's covariance array
+  static constexpr auto s_covIdx = toUnderlying(ResidualIdx::bending);
+
+  ///@brief Auxiliary struct to calculate the fast-fit constants
+  struct FitAuxiliaries {
+    /// @brief Default destructor
+    virtual ~FitAuxiliaries() = default;
+    /// @brief default constructor
+    FitAuxiliaries() = default;
+    /// @brief move constructor
+    FitAuxiliaries(FitAuxiliaries&& other) = default;
+    /// @brief Printer method
+    virtual void print(std::ostream& ostr) const;
+    /// @brief Ostream operator
+    friend std::ostream& operator<<(std::ostream& ostr,
+                                    const FitAuxiliaries& x) {
+      x.print(ostr);
+      return ostr;
+    }
+    ///@brief Tube position center - y weighted with inverse covariances
+    double centerY{0.};
+    ///@brief Tube position center - z weighted with inverse covariances
+    double centerZ{0.};
+    /// @brief Inverse covariances per straw measurement
+    std::vector<double> invCovs{};
+    ///@brief One over the sum of the inverse straw measurement covariances
+    double covNorm{0.};
+    ///@brief Expectation value of T_{z}^{2} - T_{y}^{2}
+    double T_zzyy{0.};
+    ///@brief Expectation value of T_{y} * T_{z}
+    double T_yz{0.};
+    ///@brief Expectation value of T_{z} * r
+    double T_rz{0.};
+    ///@brief Expectation value of T_{y} * r
+    double T_ry{0.};
+    ///@brief Prediced y0 given as the expectation value of the radii
+    ///         divided by the inverse covariance sum.
+    double fitY0{0.};
+    /// @brief number of degrees of freedom
+    std::size_t nDoF{0};
+  };
+  /// @brief Small Helper struct to calculate sin & cos of theta & 2 theta
+  struct TrigonomHelper {
+    /// @brief Constructor passing the theta angle
+    explicit TrigonomHelper(const double theta)
+        : cosTheta{std::cos(theta)},
+          sinTheta{std::sin(theta)},
+          cosTwoTheta{std::cos(2. * theta)},
+          sinTwoTheta{std::sin(2. * theta)} {}
+    double cosTheta{0.};
+    double sinTheta{0.};
+    double cosTwoTheta{0.};
+    double sinTwoTheta{0.};
+  };
+  /// @brief Calculate the pure angular derivatives of the chi2 w.r.t theta
+  /// @param angles: Wrapper object to pass sin & cos of theta
+  /// @param fitPars: Constants of the current fit configuration
+  /// @param thetaPrime: Mutable reference to which the first derivative is written
+  /// @param thetaTwoPrime: Mutable reference to which the second derivative is written
+  void calcAngularDerivatives(const TrigonomHelper& angles,
+                              const FitAuxiliaries& fitPars, double& thetaPrime,
+                              double& thetaTwoPrime) const;
+  /// @brief Calculate the fit constants for a set of straw circles
+  /// @param measurements: List of straw measurements
+  /// @param signs: List of left/right signs to be annotated with each straw circle
+  template <CompositeSpacePointContainer StrawCont_t>
+  FitAuxiliaries fillAuxiliaries(const StrawCont_t& measurements,
+                                 const std::vector<int>& signs) const;
+  /// @brief Evaluate the chi2 after the fit has converged.
+  /// @param measurements: List of straw measurements that have been used in the fit
+  /// @param result: Mutable reference to the FitResult object. The object is used
+  ///                to fetch the fit parameters and to store the chi2 result
+  template <CompositeSpacePointContainer StrawCont_t>
+  void calcPostFitChi2(const StrawCont_t& measurements,
+                       FitResult& result) const;
+  /// @brief Calculate the chi2 term from a straw measurement given the known theta, y0
+  /// @param angle: Helper struct caching the cosTheta & sinTheta
+  /// @param y0: Intercept of the fitted line
+  /// @param strawMeas: Reference to the straw measurement of interest
+  /// @param r: Optional updated calibrated straw radius
+  template <CompositeSpacePoint Point_t>
+  double chi2Term(const TrigonomHelper& angle, const double y0,
+                  const Point_t& strawMeas,
+                  std::optional<double> r = std::nullopt) const;
+  /// @brief Fit the track inclination angle and calculate the intercept
+  ///        afterwards
+  /// @param fitPars: Constants of the current measurement configuration
+  std::optional<FitResult> fit(const FitAuxiliaries& fitPars) const;
+  /// @brief Calculate the starting parameters on theta from the fit constants
+  static double startTheta(const FitAuxiliaries& fitPars);
+  /// @brief Fill the y0 and the uncertainties on theta and y0 in the result
+  /// @param fitPars: Fit constants from the straw measurements
+  /// @param thetaTwoPrime: Second derivative of the chi2 w.r.t theta
+  /// @param result: Mutable reference to the FitResult object. The updated parameter are written
+  ///                to this object
+  void completeResult(const FitAuxiliaries& fitPars, const double thetaTwoPrime,
+                      FitResult& result) const;
+
+  const Config m_cfg{};
+  std::unique_ptr<const Acts::Logger> m_logger{};
+
+  const Acts::Logger& logger() const;
+};
+
+}  // namespace Acts::Experimental::detail
+#include "Acts/Seeding/detail/FastStrawLineFitter.ipp"
diff --git a/Core/include/Acts/Seeding/detail/FastStrawLineFitter.ipp b/Core/include/Acts/Seeding/detail/FastStrawLineFitter.ipp
new file mode 100644
index 00000000000..c4c62b19d46
--- /dev/null
+++ b/Core/include/Acts/Seeding/detail/FastStrawLineFitter.ipp
@@ -0,0 +1,147 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#pragma once
+
+#include "Acts/Seeding/detail/FastStrawLineFitter.hpp"
+
+#include "Acts/Definitions/Units.hpp"
+#include "Acts/Utilities/Enumerate.hpp"
+
+#include <format>
+namespace Acts::Experimental::detail {
+
+template <CompositeSpacePointContainer StrawCont_t>
+std::optional<FastStrawLineFitter::FitResult> FastStrawLineFitter::fit(
+    const StrawCont_t& measurements, const std::vector<int>& signs) const {
+  if (measurements.size() != signs.size()) {
+    ACTS_WARNING(
+        __func__ << "() - " << __LINE__
+                 << ": Not all measurements are associated with a drift sign");
+    return std::nullopt;
+  }
+
+  auto result = fit(fillAuxiliaries(measurements, signs));
+  if (!result) {
+    return std::nullopt;
+  }
+  /// Calculate the chi2
+  calcPostFitChi2(measurements, *result);
+  return result;
+}
+
+template <CompositeSpacePointContainer StrawCont_t>
+void FastStrawLineFitter::calcPostFitChi2(const StrawCont_t& measurements,
+                                          FitResult& result) const {
+  const TrigonomHelper angles{result.theta};
+  result.chi2 = 0.;
+  for (const auto& strawMeas : measurements) {
+    result.chi2 += chi2Term(angles, result.y0, *strawMeas);
+  }
+  ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Overall chi2: "
+                      << result.chi2 << ", nDoF: " << result.nDoF
+                      << ", redChi2: " << (result.chi2 / result.nDoF));
+}
+
+template <CompositeSpacePoint Point_t>
+double FastStrawLineFitter::chi2Term(const TrigonomHelper& angle,
+                                     const double y0, const Point_t& strawMeas,
+                                     std::optional<double> r) const {
+  if (!strawMeas.isStraw()) {
+    return 0.;
+  }
+  const double cov = strawMeas.covariance()[s_covIdx];
+  if (cov < std::numeric_limits<double>::epsilon()) {
+    return 0.;
+  }
+  const Vector& pos = strawMeas.localPosition();
+  const double y = pos.dot(strawMeas.toNextSensor());
+  const double z = pos.dot(strawMeas.planeNormal());
+  const double dist = Acts::abs((y - y0) * angle.cosTheta - z * angle.sinTheta);
+  ACTS_VERBOSE(__func__ << "() - " << __LINE__ << ": Distance straw (" << y
+                        << ", " << z
+                        << "), r: " << r.value_or(strawMeas.driftRadius())
+                        << " - track: " << dist);
+  return Acts::pow(dist - r.value_or(strawMeas.driftRadius()), 2) / cov;
+}
+
+template <CompositeSpacePointContainer StrawCont_t>
+FastStrawLineFitter::FitAuxiliaries FastStrawLineFitter::fillAuxiliaries(
+    const StrawCont_t& measurements, const std::vector<int>& signs) const {
+  FitAuxiliaries auxVars{};
+  auxVars.invCovs.resize(signs.size(), -1.);
+  Vector centerOfGravity{Vector::Zero()};
+
+  /// Calculate first the center of gravity
+  for (const auto& [sIdx, strawMeas] : enumerate(measurements)) {
+    if (!strawMeas->isStraw()) {
+      ACTS_WARNING(__func__ << "() - " << __LINE__
+                            << ": The measurement is not a straw");
+      continue;
+    }
+    const double cov = strawMeas->covariance()[s_covIdx];
+    if (cov < std::numeric_limits<double>::epsilon()) {
+      ACTS_WARNING(__func__ << "() - " << __LINE__ << ": The covariance ("
+                            << cov << ") of the measurement is invalid.");
+      continue;
+    }
+    auto& invCov = (auxVars.invCovs[sIdx] = 1. / cov);
+    auxVars.covNorm += invCov;
+    centerOfGravity += invCov * strawMeas->localPosition();
+    ++auxVars.nDoF;
+  }
+  if (auxVars.nDoF < 3) {
+    std::stringstream sstr{};
+    for (const auto& [sIdx, strawMeas] : enumerate(measurements)) {
+      sstr << " --- " << (sIdx + 1) << ") "
+           << toString(strawMeas->localPosition())
+           << ", r: " << strawMeas->driftRadius()
+           << ", weight: " << auxVars.invCovs[sIdx] << std::endl;
+    }
+    ACTS_WARNING(__func__ << "() - " << __LINE__
+                          << ": At least 3 measurements are required to "
+                             "perform the straw line fit\n"
+                          << sstr.str());
+    return auxVars;
+  }
+  /// Reduce the number of degrees of freedom by 2 to account for the two free
+  /// parameters
+  auxVars.nDoF -= 2u;
+  auxVars.covNorm = 1. / auxVars.covNorm;
+  centerOfGravity *= auxVars.covNorm;
+
+  // Now calculate the fit constants
+  bool centerSet{false};
+  for (const auto& [sIdx, strawMeas] : enumerate(measurements)) {
+    const auto& invCov = auxVars.invCovs[sIdx];
+    /// The invalid measurements were marked
+    if (invCov < 0.) {
+      continue;
+    }
+    if (!centerSet) {
+      auxVars.centerY = centerOfGravity.dot(strawMeas->toNextSensor());
+      auxVars.centerZ = centerOfGravity.dot(strawMeas->planeNormal());
+      centerSet = true;
+    }
+    const Vector pos = strawMeas->localPosition() - centerOfGravity;
+    const double y = pos.dot(strawMeas->toNextSensor());
+    const double z = pos.dot(strawMeas->planeNormal());
+    const double r = strawMeas->driftRadius();
+
+    auxVars.T_zzyy += invCov * (Acts::square(z) - Acts::square(y));
+    auxVars.T_yz += invCov * z * y;
+    const double sInvCov = -invCov * signs[sIdx];
+    auxVars.T_rz += sInvCov * z * r;
+    auxVars.T_ry += sInvCov * y * r;
+    auxVars.fitY0 += sInvCov * r;
+  }
+  auxVars.fitY0 *= auxVars.covNorm;
+
+  return auxVars;
+}
+}  // namespace Acts::Experimental::detail
diff --git a/Core/src/Seeding/CMakeLists.txt b/Core/src/Seeding/CMakeLists.txt
index 63d5a7e976c..91ebc5977c2 100644
--- a/Core/src/Seeding/CMakeLists.txt
+++ b/Core/src/Seeding/CMakeLists.txt
@@ -1,4 +1,7 @@
 target_sources(
     ActsCore
-    PRIVATE EstimateTrackParamsFromSeed.cpp CompSpacePointAuxiliaries.cpp
+    PRIVATE
+        EstimateTrackParamsFromSeed.cpp
+        CompSpacePointAuxiliaries.cpp
+        FastStrawLineFitter.cpp
 )
diff --git a/Core/src/Seeding/FastStrawLineFitter.cpp b/Core/src/Seeding/FastStrawLineFitter.cpp
new file mode 100644
index 00000000000..5431bf8c2ec
--- /dev/null
+++ b/Core/src/Seeding/FastStrawLineFitter.cpp
@@ -0,0 +1,138 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#include "Acts/Seeding/detail/FastStrawLineFitter.hpp"
+
+#include "Acts/Definitions/Units.hpp"
+#include "Acts/Utilities/StringHelpers.hpp"
+#include "Acts/Utilities/detail/periodic.hpp"
+
+#include <format>
+
+using namespace Acts::UnitLiterals;
+
+namespace {
+/// @brief Expresses an angle in degree
+/// @param x: Angle in radians
+constexpr double inDeg(const double x) {
+  return x / 1._degree;
+}
+std::string printThetaStep(const double theta, const double thetaPrime,
+                           const double thetaTwoPrime) {
+  return std::format(
+      "-- theta: {:.3f}, thetaPrime: {:.3f}, thetaTwoPrime: {:.3f}  --> "
+      "step-size: {:.8f}",
+      inDeg(theta), inDeg(thetaPrime), inDeg(thetaTwoPrime),
+      inDeg(thetaPrime / thetaTwoPrime));
+}
+}  // namespace
+namespace Acts::Experimental::detail {
+
+void FastStrawLineFitter::FitAuxiliaries::print(std::ostream& ostr) const {
+  ostr << std::format("T_zzyy: {:.3f}, ", T_zzyy)
+       << std::format("T_yz: {:.3f}, ", T_yz)
+       << std::format("T_rz: {:.3f}, ", T_rz)
+       << std::format("T_ry: {:.3f}, ", T_ry)
+       << std::format("centre ( {:.3f}, {:3f}), ", centerY, centerZ)
+       << std::format("y0: {:.3f}", fitY0)
+       << std::format(", norm: {:.3f}", covNorm) << ", nDoF: " << nDoF;
+}
+void FastStrawLineFitter::FitResult::print(std::ostream& ostr) const {
+  ostr << "# iteration: " << nIter << ", nDoF: " << nDoF << ", chi2: " << chi2
+       << ", chi2 / nDoF: " << (chi2 / static_cast<double>(nDoF)) << ",\n";
+  ostr << std::format("theta: {:.3f} pm {:.3f}, ", inDeg(theta), inDeg(dTheta))
+       << std::format("y0: {:.3f}  pm {:.3f}", y0, dY0);
+}
+
+using Vector = FastStrawLineFitter::Vector;
+const Acts::Logger& FastStrawLineFitter::logger() const {
+  assert(m_logger != nullptr);
+  return *m_logger;
+}
+FastStrawLineFitter::FastStrawLineFitter(const Config& cfg,
+                                         std::unique_ptr<const Logger> logger)
+    : m_cfg{cfg}, m_logger{std::move(logger)} {}
+
+inline void FastStrawLineFitter::calcAngularDerivatives(
+    const TrigonomHelper& angles, const FitAuxiliaries& fitPars,
+    double& thetaPrime, double& thetaTwoPrime) const {
+  thetaPrime = 0.5 * fitPars.T_zzyy * angles.sinTwoTheta -
+               fitPars.T_yz * angles.cosTwoTheta -
+               fitPars.T_rz * angles.cosTheta - fitPars.T_ry * angles.sinTheta;
+  thetaTwoPrime = fitPars.T_zzyy * angles.cosTwoTheta +
+                  2. * fitPars.T_yz * angles.sinTwoTheta +
+                  fitPars.T_rz * angles.sinTheta -
+                  fitPars.T_ry * angles.cosTheta;
+}
+double FastStrawLineFitter::startTheta(const FitAuxiliaries& fitPars) {
+  double thetaGuess =
+      std::atan2(2. * (fitPars.T_yz - fitPars.T_ry), fitPars.T_zzyy) / 2.;
+  return Acts::detail::wrap_periodic(thetaGuess, 0., std::numbers::pi);
+}
+void FastStrawLineFitter::completeResult(const FitAuxiliaries& fitPars,
+                                         const double thetaTwoPrime,
+                                         FitResult& result) const {
+  result.dTheta = std::sqrt(1. / thetaTwoPrime);
+  const double tanTheta = std::tan(result.theta);
+  const double secTheta = 1. / std::cos(result.theta);
+  result.y0 =
+      fitPars.centerY - fitPars.centerZ * tanTheta + fitPars.fitY0 * secTheta;
+  result.dY0 = Acts::fastHypot(-fitPars.centerZ * Acts::square(secTheta) +
+                                   fitPars.fitY0 * secTheta * tanTheta,
+                               secTheta);
+
+  result.dY0 *= result.dTheta;
+  ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Fit succeeded " << result);
+}
+
+std::optional<FastStrawLineFitter::FitResult> FastStrawLineFitter::fit(
+    const FitAuxiliaries& fitPars) const {
+  /// No degrees of freedom -> no valid parameters
+  if (fitPars.nDoF == 0u) {
+    return std::nullopt;
+  }
+  ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Input fit parameters "
+                      << fitPars);
+
+  const double thetaGuess = startTheta(fitPars);
+  ACTS_DEBUG(__func__ << "() - " << __LINE__
+                      << ": Start fast fit seed  theta: " << inDeg(thetaGuess));
+  ////
+  FitResult result{};
+  result.theta = thetaGuess;
+  result.nDoF = fitPars.nDoF;
+
+  double thetaPrime{0.};
+  double thetaTwoPrime{0.};
+  while (result.nIter <= m_cfg.maxIter) {
+    ++result.nIter;
+    const TrigonomHelper angles{result.theta};
+    calcAngularDerivatives(angles, fitPars, thetaPrime, thetaTwoPrime);
+    const double update = thetaPrime / thetaTwoPrime;
+    ACTS_VERBOSE(
+        __func__ << "() - " << __LINE__ << ": Fit iteration #" << result.nIter
+                 << " "
+                 << printThetaStep(result.theta, thetaPrime, thetaTwoPrime));
+
+    if (std::abs(update) < m_cfg.precCutOff) {
+      completeResult(fitPars, thetaTwoPrime, result);
+      return result;
+    }
+    result.theta -= update;
+  }
+
+  ACTS_WARNING(
+      __func__ << "() - " << __LINE__
+               << ": The fast straw fit did not converge " << fitPars << ", \n"
+               << printThetaStep(result.theta, thetaPrime, thetaTwoPrime)
+               << "\n"
+               << result);
+  return std::nullopt;
+}
+
+}  // namespace Acts::Experimental::detail
diff --git a/Tests/UnitTests/Core/Seeding/CMakeLists.txt b/Tests/UnitTests/Core/Seeding/CMakeLists.txt
index c511efdded6..55ee34cea9b 100644
--- a/Tests/UnitTests/Core/Seeding/CMakeLists.txt
+++ b/Tests/UnitTests/Core/Seeding/CMakeLists.txt
@@ -8,3 +8,8 @@ add_unittest(HoughTransformTest HoughTransformTest.cpp)
 add_unittest(UtilityFunctions UtilityFunctionsTests.cpp)
 add_unittest(CandidatesForMiddleSp CandidatesForMiddleSpTests.cpp)
 add_unittest(StrawLineResiduals StrawLineResidualTest.cpp)
+add_unittest(FastStrawLineFitTests FastStrawLineFitTests.cpp)
+target_link_libraries(
+    ActsUnitTestFastStrawLineFitTests
+    PRIVATE ROOT::Tree ROOT::RIO
+)
diff --git a/Tests/UnitTests/Core/Seeding/FastStrawLineFitTests.cpp b/Tests/UnitTests/Core/Seeding/FastStrawLineFitTests.cpp
new file mode 100644
index 00000000000..7d43bc1646c
--- /dev/null
+++ b/Tests/UnitTests/Core/Seeding/FastStrawLineFitTests.cpp
@@ -0,0 +1,363 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#include <boost/test/unit_test.hpp>
+
+#include "Acts/Definitions/Units.hpp"
+#include "Acts/Seeding/detail/FastStrawLineFitter.hpp"
+#include "Acts/Surfaces/detail/LineHelper.hpp"
+#include "Acts/Surfaces/detail/PlanarHelper.hpp"
+#include "Acts/Utilities/StringHelpers.hpp"
+
+#include <format>
+#include <random>
+
+#include "TFile.h"
+#include "TTree.h"
+
+using namespace Acts;
+using namespace Acts::Experimental;
+using namespace Acts::Experimental::detail;
+using namespace Acts::UnitLiterals;
+using RandomEngine = std::mt19937;
+
+constexpr std::size_t nTrials = 1;
+
+namespace Acts::Test {
+
+constexpr bool debugMode = true;
+
+ACTS_LOCAL_LOGGER(getDefaultLogger("FastStrawLineFitTests",
+                                   Logging::Level::INFO));
+
+class StrawTestPoint;
+using TestStrawCont_t = std::vector<std::unique_ptr<StrawTestPoint>>;
+using Line_t = CompSpacePointAuxiliaries::Line_t;
+using ResidualIdx = FastStrawLineFitter::ResidualIdx;
+
+template <typename T>
+std::ostream& operator<<(std::ostream& ostr, const std::vector<T>& v) {
+  ostr << "[";
+  for (std::size_t i = 0; i < v.size(); ++i) {
+    ostr << v[i];
+    if (i + 1 != v.size()) {
+      ostr << ", ";
+    }
+  }
+  ostr << "]";
+  return ostr;
+}
+
+class StrawTestPoint {
+ public:
+  StrawTestPoint(const Vector3& pos, const double driftR,
+                 const double driftRUncert)
+      : m_pos{pos}, m_driftR{Acts::abs(driftR)} {
+    m_cov[toUnderlying(ResidualIdx::bending)] = Acts::square(driftRUncert);
+  }
+  /// @brief Straw tube's direction
+  const Vector3& localPosition() const { return m_pos; }
+  /// @brief Wire direction
+  const Vector3& sensorDirection() const { return m_wireDir; }
+  /// @brief To next sensor in the plane
+  const Vector3& toNextSensor() const { return m_toNext; }
+  /// @brief To next straw layer
+  const Vector3& planeNormal() const { return m_planeNorm; }
+  /// @brief Measurement's radius
+  double driftRadius() const { return m_driftR; }
+  /// @brief Measurement's covariance
+  const std::array<double, 3>& covariance() const { return m_cov; }
+  /// @brief Measurement's drift unceratinty
+  double driftUncert() const {
+    return std::sqrt(m_cov[toUnderlying(ResidualIdx::bending)]);
+  }
+  /// @brief Time of record
+  double time() const { return m_drifT; }
+  /// @brief All measurements are straws
+  bool isStraw() const { return true; }
+  /// @brief Dummy return not used in test
+  bool hasTime() const { return false; }
+  /// @brief Dummy return not used in test
+  bool measuresLoc0() const { return false; }
+  /// @brief Dummy return not used in test
+  bool measuresLoc1() const { return false; }
+  void setRadius(const double r, const double uncertR) {
+    m_driftR = Acts::abs(r);
+    m_cov[toUnderlying(ResidualIdx::bending)] = Acts::square(uncertR);
+  }
+  void setTimeRecord(const double t) { m_drifT = t; }
+
+ private:
+  Vector3 m_pos{Vector3::Zero()};
+  Vector3 m_wireDir{Vector3::UnitX()};
+  Vector3 m_toNext{Vector3::UnitY()};
+  Vector3 m_planeNorm{Vector3::UnitZ()};
+  double m_driftR{0.};
+  std::array<double, 3> m_cov{Acts::filledArray<double, 3>(0.)};
+  double m_drifT{0.};
+};
+static_assert(CompositeSpacePoint<StrawTestPoint>);
+
+class StrawTestCalibrator {
+ public:
+  /// @brief Choose the coefficient to arrive at a drift time of 750 ns
+  ///        for 15 mm
+  static constexpr double CoeffRtoT = 1.;  // 750._ns * Acts::pow(15._mm, -2);
+  static constexpr double CoeffTtoR = 1. / CoeffRtoT;
+
+  static double calcDriftUncert(const double driftR) {
+    return 0.1_mm + 0.15_mm * Acts::pow(1._mm + Acts::abs(driftR), -2);
+  }
+  static double driftTime(const double r) {
+    return CoeffRtoT * Acts::square(r);
+  }
+  static double driftRadius(const double t) {
+    return std::sqrt(Acts::abs(t) * CoeffTtoR);
+  }
+
+  static double driftRadius(const Acts::CalibrationContext& /*ctx*/,
+                            const StrawTestPoint& straw, const double t0) {
+    return driftRadius(straw.time() - t0);
+  }
+  static double driftVelocity(const Acts::CalibrationContext& /*ctx*/,
+                              const StrawTestPoint& straw, const double t0) {
+    return CoeffTtoR / (2. * driftRadius(straw.time() - t0));
+  }
+  static double driftAcceleration(const Acts::CalibrationContext& /*ctx*/,
+                                  const StrawTestPoint& straw,
+                                  const double t0) {
+    return -Acts::square(CoeffTtoR) /
+           (4. * Acts::pow(driftRadius(straw.time() - t0), 3));
+  }
+};
+
+/// @brief Generate a random straight track with a flat distribution in theta & y0
+///        Range in theta is [0, 180] degrees in steps of 0.1 excluding the
+///        vicinity around 90 degrees.
+///          In y0, the generated range is [-500, 500] mm
+Line_t generateLine(RandomEngine& engine) {
+  using ParIndex = Line_t::ParIndex;
+  Line_t::ParamVector linePars{};
+  linePars[toUnderlying(ParIndex::x0)] = 0.;
+  linePars[toUnderlying(ParIndex::phi)] = 90._degree;
+  linePars[toUnderlying(ParIndex::y0)] =
+      std::uniform_real_distribution{-5000., 5000.}(engine);
+  linePars[toUnderlying(ParIndex::theta)] =
+      std::uniform_real_distribution{0.1_degree, 179.9_degree}(engine);
+  Line_t line{};
+  line.updateParameters(linePars);
+  if (Acts::abs(linePars[toUnderlying(ParIndex::theta)] - 90._degree) <
+      0.2_degree) {
+    return generateLine(engine);
+  }
+  ACTS_DEBUG("Generated parameters theta: "
+             << (linePars[toUnderlying(ParIndex::theta)] / 1._degree)
+             << ", y0: " << linePars[toUnderlying(ParIndex::y0)] << " - "
+             << toString(line.position()) << " + "
+             << toString(line.direction()));
+  return line;
+}
+/// @brief Extrapolate the straight line track through the straw layers to
+///        evaluate which tubes were crossed by the track. The straw layers are
+///        staggered in the z-direction and each layer expands in y. To
+///        estimate, which tubes were crossed, the track is extrapolated to the
+///        z-plane below & above the straw wires. Optionally, the true
+///        drift-radius can be smeared assuming a Gaussian with a drift-radius
+///        dependent uncertainty.
+/// @param trajLine: The track to extrapolate
+/// @param engine: Random number generator to smear the drift radius
+/// @param smearRadius: If true, the drift radius is smeared with a Gaussian
+TestStrawCont_t generateStrawCircles(const Line_t& trajLine,
+                                     RandomEngine& engine, bool smearRadius) {
+  const Vector3 posStaggering{0., std::cos(60._degree), std::sin(60._degree)};
+  const Vector3 negStaggering{0., -std::cos(60._degree), std::sin(60._degree)};
+  /// Number of tube layers per multilayer
+  constexpr std::size_t nLayersPerMl = 8;
+  /// Number of overall tubelayers
+  constexpr std::size_t nTubeLayers = nLayersPerMl * 2;
+  /// Radius of each straw
+  constexpr double tubeRadius = 15._mm;
+  /// Distance between the first <nLayersPerMl> layers and the second pack
+  constexpr double tubeLayerDist = 1.2_m;
+
+  std::array<Vector3, nTubeLayers> tubePositions{
+      filledArray<Vector3, nTubeLayers>(Vector3{0., tubeRadius, tubeRadius})};
+  /// Fill the positions of the reference tubes 1
+  for (std::size_t l = 1; l < nTubeLayers; ++l) {
+    const Vector3& layStag{l % 2 == 1 ? posStaggering : negStaggering};
+    tubePositions[l] = tubePositions[l - 1] + 2. * tubeRadius * layStag;
+
+    if (l == nLayersPerMl) {
+      tubePositions[l] += tubeLayerDist * Vector3::UnitZ();
+    }
+  }
+  /// Print the staggering
+  ACTS_DEBUG("##############################################");
+
+  for (std::size_t l = 0; l < nTubeLayers; ++l) {
+    ACTS_DEBUG("  *** " << (l + 1) << " - " << toString(tubePositions[l]));
+  }
+  ACTS_DEBUG("##############################################");
+
+  TestStrawCont_t circles{};
+  /// Extrapolate the track to the z-planes of the tubes and determine which
+  /// tubes were actually hit
+  for (const auto& stag : tubePositions) {
+    auto planeExtpLow = Acts::PlanarHelper::intersectPlane(
+        trajLine.position(), trajLine.direction(), Vector3::UnitZ(),
+        stag.z() - tubeRadius);
+    auto planeExtpHigh = Acts::PlanarHelper::intersectPlane(
+        trajLine.position(), trajLine.direction(), Vector3::UnitZ(),
+        stag.z() + tubeRadius);
+
+    ACTS_DEBUG("Extrapolated to plane " << toString(planeExtpLow.position())
+                                        << " "
+                                        << toString(planeExtpHigh.position()));
+
+    const auto dToFirstLow = static_cast<int>(std::ceil(
+        (planeExtpLow.position().y() - stag.y()) / (2. * tubeRadius)));
+    const auto dToFirstHigh = static_cast<int>(std::ceil(
+        (planeExtpHigh.position().y() - stag.y()) / (2. * tubeRadius)));
+    /// Does the track go from left to right or right to left?
+    const int dT = dToFirstHigh > dToFirstLow ? 1 : -1;
+    /// Loop over the candidate tubes and check each one whether the track
+    /// actually crossed them. Then generate the circle and optionally smear the
+    /// radius
+    for (int tN = dToFirstLow - dT; tN != dToFirstHigh + 2 * dT; tN += dT) {
+      const Vector3 tube = stag + 2. * tN * tubeRadius * Vector3::UnitY();
+      const double rad = Acts::detail::LineHelper::signedDistance(
+          tube, Vector3::UnitX(), trajLine.position(), trajLine.direction());
+      ACTS_DEBUG("Tube position: " << toString(tube) << ", radius: " << rad);
+
+      if (std::abs(rad) > tubeRadius) {
+        continue;
+      }
+      std::normal_distribution<> dist{
+          rad, StrawTestCalibrator::calcDriftUncert(rad)};
+      const double smearedR = smearRadius ? std::abs(dist(engine)) : rad;
+      if (smearedR > tubeRadius) {
+        continue;
+      }
+      circles.emplace_back(std::make_unique<StrawTestPoint>(
+          tube, smearedR, StrawTestCalibrator::calcDriftUncert(smearedR)));
+    }
+  }
+  ACTS_DEBUG("Track hit in total " << circles.size() << " tubes ");
+  return circles;
+}
+/// @brief Calculate the overall chi2 of the measurements to the track
+/// @param measurements: List of candidate straw measurements
+/// @param track: Straight line track
+double calcChi2(const TestStrawCont_t& measurements, const Line_t& track) {
+  double chi2{0.};
+  for (const auto& meas : measurements) {
+    const double dist = Acts::detail::LineHelper::signedDistance(
+        meas->localPosition(), meas->sensorDirection(), track.position(),
+        track.direction());
+    ACTS_DEBUG("Distance straw: " << toString(meas->localPosition())
+                                  << ",  r: " << meas->driftRadius()
+                                  << " - to track: " << Acts::abs(dist));
+
+    chi2 += Acts::square((Acts::abs(dist) - meas->driftRadius()) /
+                         meas->driftUncert());
+  }
+  return chi2;
+}
+
+BOOST_AUTO_TEST_SUITE(FastStrawLineFitTests)
+
+BOOST_AUTO_TEST_CASE(SimpleLineFit) {
+  RandomEngine engine{1419};
+
+  std::unique_ptr<TFile> outFile{};
+  std::unique_ptr<TTree> outTree{};
+  double trueY0{0.};
+  double trueTheta{0.};
+  double fitY0{0.};
+  double fitTheta{0.};
+  double fitdY0{0.};
+  double fitdTheta{0.};
+  double chi2{0.};
+  std::size_t nDoF{0u};
+  std::size_t nIter{0u};
+  if (debugMode) {
+    outFile.reset(TFile::Open("FastStrawLineFitTest.root", "RECREATE"));
+    BOOST_CHECK_EQUAL(outFile->IsZombie(), false);
+    outTree = std::make_unique<TTree>("FastFitTree", "FastFitTree");
+    outTree->Branch("trueY0", &trueY0);
+    outTree->Branch("trueTheta", &trueTheta);
+    outTree->Branch("fitY0", &fitY0);
+    outTree->Branch("fitTheta", &fitTheta);
+    outTree->Branch("errY0", &fitdY0);
+    outTree->Branch("errTheta", &fitdTheta);
+    outTree->Branch("chi2", &chi2);
+    outTree->Branch("nDoF", &nDoF);
+    outTree->Branch("nIter", &nIter);
+  }
+
+  FastStrawLineFitter::Config cfg{};
+  FastStrawLineFitter fastFitter{cfg};
+  for (std::size_t n = 0; n < nTrials; ++n) {
+    auto track = generateLine(engine);
+    auto strawPoints = generateStrawCircles(track, engine, true);
+    if (strawPoints.size() < 3) {
+      ACTS_WARNING(__func__ << "() - " << __LINE__ << ": -- event: " << n
+                            << ", track " << toString(track.position()) << " + "
+                            << toString(track.direction())
+                            << " did not lead to any valid measurement ");
+      continue;
+    }
+    const std::vector<std::int32_t> trueDriftSigns =
+        CompSpacePointAuxiliaries::strawSigns(track, strawPoints);
+
+    BOOST_CHECK_LE(calcChi2(generateStrawCircles(track, engine, false), track),
+                   1.e-12);
+    ACTS_DEBUG("True drift signs: " << trueDriftSigns << ", chi2: " << chi2);
+
+    auto fitResult = fastFitter.fit(strawPoints, trueDriftSigns);
+    if (!fitResult) {
+      continue;
+    }
+    auto trackPars = track.parameters();
+
+    trueY0 = trackPars[toUnderlying(Line_t::ParIndex::y0)];
+    trueTheta = trackPars[toUnderlying(Line_t::ParIndex::theta)];
+    /// Calculate the chi2 again
+    trackPars[toUnderlying(Line_t::ParIndex::theta)] = (*fitResult).theta;
+    trackPars[toUnderlying(Line_t::ParIndex::y0)] = (*fitResult).y0;
+    trackPars[toUnderlying(Line_t::ParIndex::phi)] = 90._degree;
+    track.updateParameters(trackPars);
+    ACTS_DEBUG("Updated parameters: "
+               << (trackPars[toUnderlying(Line_t::ParIndex::theta)] / 1._degree)
+               << ", y0: " << trackPars[toUnderlying(Line_t::ParIndex::y0)]
+               << " -- " << toString(track.position()) << " + "
+               << toString(track.direction()));
+
+    const double testChi2 = calcChi2(strawPoints, track);
+    ACTS_DEBUG("testChi2: " << testChi2 << ", fit:" << (*fitResult).chi2);
+
+    BOOST_CHECK_LE(Acts::abs(testChi2 - (*fitResult).chi2), 1.e-9);
+    if (debugMode) {
+      fitTheta = (*fitResult).theta;
+      fitY0 = (*fitResult).y0;
+      fitdTheta = (*fitResult).dTheta;
+      fitdY0 = (*fitResult).dY0;
+      nDoF = (*fitResult).nDoF;
+      chi2 = (*fitResult).chi2;
+      nIter = (*fitResult).nIter;
+      outTree->Fill();
+    }
+  }
+  if (debugMode) {
+    outFile->WriteObject(outTree.get(), outTree->GetName());
+    outTree.reset();
+  }
+}
+
+BOOST_AUTO_TEST_SUITE_END()
+}  // namespace Acts::Test

From b8fab596035997675189fd7245761af88fa7b0d4 Mon Sep 17 00:00:00 2001
From: Benjamin Huth <37871400+benjaminhuth@users.noreply.github.com>
Date: Tue, 26 Aug 2025 20:11:16 +0200
Subject: [PATCH 27/56] feat: Add/activate reverse filter cov inflation for KF
 and GSF (#3996)

For KF, this wires the existing flags through the examples framework.
For the GSF, this adds this flag and activates it in the examples framework.
---
 .../performance_trackfitting.root             | Bin 242063 -> 236366 bytes
 .../performance_trackfitting.root             | Bin 221293 -> 216782 bytes
 .../performance_trackrefitting.root           | Bin 232993 -> 222266 bytes
 .../performance_trackrefitting.root           | Bin 241253 -> 216288 bytes
 .../workflows/physmon_trackfitting_kf.py      |   2 ++
 .../workflows/physmon_trackrefitting_kf.py    |   2 ++
 .../Acts/TrackFitting/GaussianSumFitter.hpp   |  16 ++++++++---
 Core/include/Acts/TrackFitting/GsfOptions.hpp |   2 ++
 .../Acts/TrackFitting/KalmanFitter.hpp        |   5 +++-
 .../TrackFitting/RefittingAlgorithm.hpp       |   2 ++
 .../TrackFitting/TrackFitterFunction.hpp      |   5 +++-
 .../TrackFitting/src/GsfFitterFunction.cpp    |   7 ++++-
 .../TrackFitting/src/KalmanFitterFunction.cpp |   6 ++++
 .../TrackFitting/src/RefittingAlgorithm.cpp   |   8 +++++-
 .../python/acts/examples/reconstruction.py    |   3 ++
 Examples/Python/src/TrackFitting.cpp          |  26 ++++++++++--------
 Examples/Python/tests/root_file_hashes.txt    |  24 ++++++++--------
 .../Python/truth_tracking_gsf_refitting.py    |   4 +++
 .../Scripts/Python/truth_tracking_kalman.py   |   2 ++
 .../Python/truth_tracking_kalman_refitting.py |   5 ++++
 20 files changed, 87 insertions(+), 32 deletions(-)

diff --git a/CI/physmon/reference/trackfitting_gsf/performance_trackfitting.root b/CI/physmon/reference/trackfitting_gsf/performance_trackfitting.root
index a018c4ec11f41dfbb0e11d8fc2c95b9ddf96c654..65f2fb986cc28087e8f7b9196a88378962a0dca2 100644
GIT binary patch
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diff --git a/CI/physmon/reference/trackfitting_kf/performance_trackfitting.root b/CI/physmon/reference/trackfitting_kf/performance_trackfitting.root
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index 8c319ef4face9599227a5ddfc9d86cb3e53177c4..e199718329ab1f9ce2c545d4a629704462762c94 100644
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diff --git a/CI/physmon/workflows/physmon_trackfitting_kf.py b/CI/physmon/workflows/physmon_trackfitting_kf.py
index 767c2ff5d69..b7aadfb6da1 100755
--- a/CI/physmon/workflows/physmon_trackfitting_kf.py
+++ b/CI/physmon/workflows/physmon_trackfitting_kf.py
@@ -24,6 +24,8 @@
         field=setup.field,
         digiConfigFile=setup.digiConfig,
         outputDir=tp,
+        reverseFilteringMomThreshold=float("inf"),
+        reverseFilteringCovarianceScaling=100.0,
         s=s,
     )
 
diff --git a/CI/physmon/workflows/physmon_trackrefitting_kf.py b/CI/physmon/workflows/physmon_trackrefitting_kf.py
index ea82d26c701..d31879ae66a 100755
--- a/CI/physmon/workflows/physmon_trackrefitting_kf.py
+++ b/CI/physmon/workflows/physmon_trackrefitting_kf.py
@@ -24,6 +24,8 @@
         field=setup.field,
         digiConfigFile=setup.digiConfig,
         outputDir=tp,
+        reverseFilteringMomThreshold=float("inf"),
+        reverseFilteringCovarianceScaling=100.0,
         s=s,
     )
 
diff --git a/Core/include/Acts/TrackFitting/GaussianSumFitter.hpp b/Core/include/Acts/TrackFitting/GaussianSumFitter.hpp
index 39ec69d7e85..a9605a2a936 100644
--- a/Core/include/Acts/TrackFitting/GaussianSumFitter.hpp
+++ b/Core/include/Acts/TrackFitting/GaussianSumFitter.hpp
@@ -350,12 +350,20 @@ struct GaussianSumFitter {
                                   ? *options.referenceSurface
                                   : sParameters.referenceSurface();
 
+      std::vector<
+          std::tuple<double, BoundVector, std::optional<BoundSquareMatrix>>>
+          inflatedParamVector;
       assert(!fwdGsfResult.lastMeasurementComponents.empty());
       assert(fwdGsfResult.lastMeasurementSurface != nullptr);
-      MultiComponentBoundTrackParameters params(
+      for (auto& [w, p, cov] : fwdGsfResult.lastMeasurementComponents) {
+        inflatedParamVector.emplace_back(
+            w, p, cov * options.reverseFilteringCovarianceScaling);
+      }
+
+      MultiComponentBoundTrackParameters inflatedParams(
           fwdGsfResult.lastMeasurementSurface->getSharedPtr(),
-          fwdGsfResult.lastMeasurementComponents,
-          sParameters.particleHypothesis());
+          std::move(inflatedParamVector), sParameters.particleHypothesis());
+
       auto state = m_propagator.template makeState<decltype(bwdPropOptions),
                                                    MultiStepperSurfaceReached>(
           target, bwdPropOptions);
@@ -369,7 +377,7 @@ struct GaussianSumFitter {
           std::declval<StateType&&>(), std::declval<PropagationResultType>(),
           target, std::declval<const OptionsType&>()));
 
-      auto initRes = m_propagator.initialize(state, params);
+      auto initRes = m_propagator.initialize(state, inflatedParams);
       if (!initRes.ok()) {
         return ResultType::failure(initRes.error());
       }
diff --git a/Core/include/Acts/TrackFitting/GsfOptions.hpp b/Core/include/Acts/TrackFitting/GsfOptions.hpp
index 57607d5351d..0958c0f7294 100644
--- a/Core/include/Acts/TrackFitting/GsfOptions.hpp
+++ b/Core/include/Acts/TrackFitting/GsfOptions.hpp
@@ -112,6 +112,8 @@ struct GsfOptions {
 
   bool disableAllMaterialHandling = false;
 
+  double reverseFilteringCovarianceScaling = 1.0;
+
   /// Whether to use the external-surfaces mechanism of the navigator which
   /// switches off the boundary-check for measurement surfaces.
   bool useExternalSurfaces = true;
diff --git a/Core/include/Acts/TrackFitting/KalmanFitter.hpp b/Core/include/Acts/TrackFitting/KalmanFitter.hpp
index da77bd63040..e17813c2856 100644
--- a/Core/include/Acts/TrackFitting/KalmanFitter.hpp
+++ b/Core/include/Acts/TrackFitting/KalmanFitter.hpp
@@ -486,7 +486,10 @@ class KalmanFitter {
                     // If reversed filtering missed this surface, then there is
                     // no smoothed parameter
                     trackState.unset(TrackStatePropMask::Smoothed);
-                    trackState.typeFlags().set(TrackStateFlag::OutlierFlag);
+                    if (trackState.typeFlags().test(
+                            TrackStateFlag::MeasurementFlag)) {
+                      trackState.typeFlags().set(TrackStateFlag::OutlierFlag);
+                    }
                   }
                 });
           }
diff --git a/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/RefittingAlgorithm.hpp b/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/RefittingAlgorithm.hpp
index 19e08f7572f..f9b133772c0 100644
--- a/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/RefittingAlgorithm.hpp
+++ b/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/RefittingAlgorithm.hpp
@@ -33,6 +33,8 @@ class RefittingAlgorithm final : public IAlgorithm {
     std::shared_ptr<TrackFitterFunction> fit;
     /// Pick a single track for debugging (-1 process all tracks)
     int pickTrack = -1;
+    /// Inflate initial covariance.
+    std::array<double, 6> initialVarInflation = {1., 1., 1., 1., 1., 1.};
   };
 
   /// Constructor of the fitting algorithm
diff --git a/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFitterFunction.hpp b/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFitterFunction.hpp
index 0154f9ebb69..d45c3a8f6de 100644
--- a/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFitterFunction.hpp
+++ b/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFitterFunction.hpp
@@ -66,6 +66,7 @@ std::shared_ptr<TrackFitterFunction> makeKalmanFitterFunction(
     std::shared_ptr<const Acts::MagneticFieldProvider> magneticField,
     bool multipleScattering = true, bool energyLoss = true,
     double reverseFilteringMomThreshold = 0.0,
+    double reverseFilteringCovarianceScaling = 1.0,
     Acts::FreeToBoundCorrection freeToBoundCorrection =
         Acts::FreeToBoundCorrection(),
     double chi2Cut = std::numeric_limits<double>::infinity(),
@@ -90,6 +91,8 @@ enum class MixtureReductionAlgorithm { weightCut, KLDistance };
 /// parameters and covariance
 /// @param mixtureReductionAlgorithm How to reduce the number of components
 /// in a mixture
+/// @param reverseFilteringCovarianceScaling How the covariance matrices are
+/// inflated before the reverse filtering pass
 /// @param logger a logger instance
 std::shared_ptr<TrackFitterFunction> makeGsfFitterFunction(
     std::shared_ptr<const Acts::TrackingGeometry> trackingGeometry,
@@ -97,7 +100,7 @@ std::shared_ptr<TrackFitterFunction> makeGsfFitterFunction(
     BetheHeitlerApprox betheHeitlerApprox, std::size_t maxComponents,
     double weightCutoff, Acts::ComponentMergeMethod componentMergeMethod,
     MixtureReductionAlgorithm mixtureReductionAlgorithm,
-    const Acts::Logger& logger);
+    double reverseFilteringCovarianceScaling, const Acts::Logger& logger);
 
 /// Makes a fitter function object for the Global Chi Square Fitter (GX2F)
 ///
diff --git a/Examples/Algorithms/TrackFitting/src/GsfFitterFunction.cpp b/Examples/Algorithms/TrackFitting/src/GsfFitterFunction.cpp
index 7e893fff468..b511dd4fbf7 100644
--- a/Examples/Algorithms/TrackFitting/src/GsfFitterFunction.cpp
+++ b/Examples/Algorithms/TrackFitting/src/GsfFitterFunction.cpp
@@ -87,6 +87,7 @@ struct GsfFitterFunctionImpl final : public ActsExamples::TrackFitterFunction {
       MixtureReductionAlgorithm::KLDistance;
   Acts::ComponentMergeMethod mergeMethod =
       Acts::ComponentMergeMethod::eMaxWeight;
+  double reverseFilteringCovarianceScaling = 1.0;
 
   IndexSourceLink::SurfaceAccessor m_slSurfaceAccessor;
 
@@ -115,6 +116,8 @@ struct GsfFitterFunctionImpl final : public ActsExamples::TrackFitterFunction {
     gsfOptions.abortOnError = abortOnError;
     gsfOptions.disableAllMaterialHandling = disableAllMaterialHandling;
     gsfOptions.componentMergeMethod = mergeMethod;
+    gsfOptions.reverseFilteringCovarianceScaling =
+        reverseFilteringCovarianceScaling;
 
     gsfOptions.extensions.calibrator.connect<&calibrator_t::calibrate>(
         &calibrator);
@@ -195,7 +198,7 @@ std::shared_ptr<TrackFitterFunction> ActsExamples::makeGsfFitterFunction(
     BetheHeitlerApprox betheHeitlerApprox, std::size_t maxComponents,
     double weightCutoff, Acts::ComponentMergeMethod componentMergeMethod,
     MixtureReductionAlgorithm mixtureReductionAlgorithm,
-    const Acts::Logger& logger) {
+    double reverseFilteringCovarianceScaling, const Acts::Logger& logger) {
   // Standard fitter
   MultiStepper stepper(magneticField, logger.cloneWithSuffix("Step"));
   const auto& geo = *trackingGeometry;
@@ -229,6 +232,8 @@ std::shared_ptr<TrackFitterFunction> ActsExamples::makeGsfFitterFunction(
   fitterFunction->weightCutoff = weightCutoff;
   fitterFunction->mergeMethod = componentMergeMethod;
   fitterFunction->reductionAlg = mixtureReductionAlgorithm;
+  fitterFunction->reverseFilteringCovarianceScaling =
+      reverseFilteringCovarianceScaling;
 
   return fitterFunction;
 }
diff --git a/Examples/Algorithms/TrackFitting/src/KalmanFitterFunction.cpp b/Examples/Algorithms/TrackFitting/src/KalmanFitterFunction.cpp
index f6f88843e38..ecb30b4296c 100644
--- a/Examples/Algorithms/TrackFitting/src/KalmanFitterFunction.cpp
+++ b/Examples/Algorithms/TrackFitting/src/KalmanFitterFunction.cpp
@@ -86,6 +86,7 @@ struct KalmanFitterFunctionImpl final : public TrackFitterFunction {
   Acts::GainMatrixUpdater kfUpdater;
   Acts::GainMatrixSmoother kfSmoother;
   SimpleReverseFilteringLogic reverseFilteringLogic;
+  double reverseFilteringCovarianceScaling = 1.0;
   SimpleOutlierFinder outlierFinder;
 
   bool multipleScattering = false;
@@ -127,6 +128,8 @@ struct KalmanFitterFunctionImpl final : public TrackFitterFunction {
     kfOptions.freeToBoundCorrection = freeToBoundCorrection;
     kfOptions.extensions.calibrator.connect<&calibrator_t::calibrate>(
         &calibrator);
+    kfOptions.reversedFilteringCovarianceScaling =
+        reverseFilteringCovarianceScaling;
 
     if (options.doRefit) {
       kfOptions.extensions.surfaceAccessor
@@ -172,6 +175,7 @@ ActsExamples::makeKalmanFitterFunction(
     std::shared_ptr<const Acts::MagneticFieldProvider> magneticField,
     bool multipleScattering, bool energyLoss,
     double reverseFilteringMomThreshold,
+    double reverseFilteringCovarianceScaling,
     Acts::FreeToBoundCorrection freeToBoundCorrection, double chi2Cut,
     const Acts::Logger& logger) {
   // Stepper should be copied into the fitters
@@ -204,6 +208,8 @@ ActsExamples::makeKalmanFitterFunction(
   fitterFunction->reverseFilteringLogic.momentumThreshold =
       reverseFilteringMomThreshold;
   fitterFunction->freeToBoundCorrection = freeToBoundCorrection;
+  fitterFunction->reverseFilteringCovarianceScaling =
+      reverseFilteringCovarianceScaling;
   fitterFunction->outlierFinder.chi2Cut = chi2Cut;
 
   return fitterFunction;
diff --git a/Examples/Algorithms/TrackFitting/src/RefittingAlgorithm.cpp b/Examples/Algorithms/TrackFitting/src/RefittingAlgorithm.cpp
index 6b1284cf5ff..6c9b5ca7fb0 100644
--- a/Examples/Algorithms/TrackFitting/src/RefittingAlgorithm.cpp
+++ b/Examples/Algorithms/TrackFitting/src/RefittingAlgorithm.cpp
@@ -80,10 +80,16 @@ ActsExamples::ProcessCode ActsExamples::RefittingAlgorithm::execute(
         Acts::PropagatorPlainOptions(ctx.geoContext, ctx.magFieldContext)};
     options.doRefit = true;
 
-    const Acts::BoundTrackParameters initialParams(
+    Acts::BoundTrackParameters initialParams(
         track.referenceSurface().getSharedPtr(), track.parameters(),
         track.covariance(), track.particleHypothesis());
 
+    if (initialParams.covariance()) {
+      for (auto i = 0ul; i < m_cfg.initialVarInflation.size(); ++i) {
+        (*initialParams.covariance())(i, i) *= m_cfg.initialVarInflation.at(i);
+      }
+    }
+
     trackSourceLinks.clear();
     surfSequence.clear();
 
diff --git a/Examples/Python/python/acts/examples/reconstruction.py b/Examples/Python/python/acts/examples/reconstruction.py
index e94eaffe651..c51bed79c06 100644
--- a/Examples/Python/python/acts/examples/reconstruction.py
+++ b/Examples/Python/python/acts/examples/reconstruction.py
@@ -1471,6 +1471,7 @@ def addKalmanTracks(
     trackingGeometry: acts.TrackingGeometry,
     field: acts.MagneticFieldProvider,
     reverseFilteringMomThreshold: float = 0 * u.GeV,
+    reverseFilteringCovarianceScaling: float = 1.0,
     inputProtoTracks: str = "truth_particle_tracks",
     multipleScattering: bool = True,
     energyLoss: bool = True,
@@ -1484,6 +1485,7 @@ def addKalmanTracks(
         "multipleScattering": multipleScattering,
         "energyLoss": energyLoss,
         "reverseFilteringMomThreshold": reverseFilteringMomThreshold,
+        "reverseFilteringCovarianceScaling": reverseFilteringCovarianceScaling,
         "freeToBoundCorrection": acts.examples.FreeToBoundCorrection(False),
         "level": customLogLevel(),
         "chi2Cut": float("inf"),
@@ -1545,6 +1547,7 @@ def addTruthTrackingGsf(
         "componentMergeMethod": acts.examples.ComponentMergeMethod.maxWeight,
         "mixtureReductionAlgorithm": acts.examples.MixtureReductionAlgorithm.KLDistance,
         "weightCutoff": 1.0e-4,
+        "reverseFilteringCovarianceScaling": 100.0,
         "level": customLogLevel(),
     }
 
diff --git a/Examples/Python/src/TrackFitting.cpp b/Examples/Python/src/TrackFitting.cpp
index 9e303c21eab..47e92a96863 100644
--- a/Examples/Python/src/TrackFitting.cpp
+++ b/Examples/Python/src/TrackFitting.cpp
@@ -41,7 +41,7 @@ void addTrackFitting(Context& ctx) {
 
   ACTS_PYTHON_DECLARE_ALGORITHM(ActsExamples::RefittingAlgorithm, mex,
                                 "RefittingAlgorithm", inputTracks, outputTracks,
-                                fit, pickTrack);
+                                fit, pickTrack, initialVarInflation);
 
   {
     py::class_<TrackFitterFunction, std::shared_ptr<TrackFitterFunction>>(
@@ -53,17 +53,19 @@ void addTrackFitting(Context& ctx) {
            std::shared_ptr<const Acts::MagneticFieldProvider> magneticField,
            bool multipleScattering, bool energyLoss,
            double reverseFilteringMomThreshold,
+           double reverseFilteringCovarianceScaling,
            Acts::FreeToBoundCorrection freeToBoundCorrection, double chi2Cut,
            Logging::Level level) {
           return ActsExamples::makeKalmanFitterFunction(
               trackingGeometry, magneticField, multipleScattering, energyLoss,
-              reverseFilteringMomThreshold, freeToBoundCorrection, chi2Cut,
+              reverseFilteringMomThreshold, reverseFilteringCovarianceScaling,
+              freeToBoundCorrection, chi2Cut,
               *Acts::getDefaultLogger("Kalman", level));
         },
-        py::arg("trackingGeometry"), py::arg("magneticField"),
-        py::arg("multipleScattering"), py::arg("energyLoss"),
-        py::arg("reverseFilteringMomThreshold"),
-        py::arg("freeToBoundCorrection"), py::arg("chi2Cut"), py::arg("level"));
+        "trackingGeometry"_a, "magneticField"_a, "multipleScattering"_a,
+        "energyLoss"_a, "reverseFilteringMomThreshold"_a,
+        "reverseFilteringCovarianceScaling"_a, "freeToBoundCorrection"_a,
+        "chi2Cut"_a, "level"_a);
 
     py::class_<MeasurementCalibrator, std::shared_ptr<MeasurementCalibrator>>(
         mex, "MeasurementCalibrator");
@@ -108,17 +110,17 @@ void addTrackFitting(Context& ctx) {
            BetheHeitlerApprox betheHeitlerApprox, std::size_t maxComponents,
            double weightCutoff, Acts::ComponentMergeMethod componentMergeMethod,
            ActsExamples::MixtureReductionAlgorithm mixtureReductionAlgorithm,
-           Logging::Level level) {
+           double reverseFilteringCovarianceScaling, Logging::Level level) {
           return ActsExamples::makeGsfFitterFunction(
               trackingGeometry, magneticField, betheHeitlerApprox,
               maxComponents, weightCutoff, componentMergeMethod,
-              mixtureReductionAlgorithm,
+              mixtureReductionAlgorithm, reverseFilteringCovarianceScaling,
               *Acts::getDefaultLogger("GSFFunc", level));
         },
-        py::arg("trackingGeometry"), py::arg("magneticField"),
-        py::arg("betheHeitlerApprox"), py::arg("maxComponents"),
-        py::arg("weightCutoff"), py::arg("componentMergeMethod"),
-        py::arg("mixtureReductionAlgorithm"), py::arg("level"));
+        "trackingGeometry"_a, "magneticField"_a, "betheHeitlerApprox"_a,
+        "maxComponents"_a, "weightCutoff"_a, "componentMergeMethod"_a,
+        "mixtureReductionAlgorithm"_a, "reverseFilteringCovarianceScaling"_a,
+        "level"_a);
 
     mex.def(
         "makeGlobalChiSquareFitterFunction",
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index 7630202e58a..5fc5f023960 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -18,10 +18,10 @@ test_itk_seeding__particles.root: c01b20006e609d9faae32ecbe98d41b6befc2e49028264
 test_itk_seeding__particles_simulation.root: 91016fa5740e71402fe4320cc107e44ff9ecffb144b63cd9c9c7e55c1915a933
 test_propagation__propagation_summary.root: f9a308ea096f9b0e06794f478d936333375b543fc6d9ede323447d2e9f7ce4aa
 test_material_recording__geant4_material_tracks.root: c022b9362249b29f57a07926b20644e3ab4ab8ebcf03f773fbf46c446fc1a0a1
-test_truth_tracking_gsf[generic]__trackstates_gsf.root: ea13ec01c4e64e2779331e4835e3374f40699ca829fec21580ade5fae5bbfdc5
-test_truth_tracking_gsf[generic]__tracksummary_gsf.root: a0eb1d23aa532256a9de9ff8af24e727eb2a29fb45c054deac36b8065aa3bc75
-test_truth_tracking_gsf[odd]__trackstates_gsf.root: ed59954c5da5971232d49471c5cea343f895597f1d286b8f83010d61402d67ab
-test_truth_tracking_gsf[odd]__tracksummary_gsf.root: 6b7a5332356ff8fbaffe927602c14689e4dd44fd3915db0813576e968853a53e
+test_truth_tracking_gsf[generic]__trackstates_gsf.root: b5677495eb9334d4dbeb95d4c66f41c11fb0cbac18559952ed82baf916c882c8
+test_truth_tracking_gsf[generic]__tracksummary_gsf.root: 027f4e1511000d6033e0e212e4f22a781a1b898eace358f0adce8ea579c980d0
+test_truth_tracking_gsf[odd]__trackstates_gsf.root: 58d0368457849ac11526775fe6d38a29599d8918b8eb4cf586b0e39cdc724a73
+test_truth_tracking_gsf[odd]__tracksummary_gsf.root: a94737a68851ea16f75ebc2cbb10e2ba0671b614254306ca153b668a66690915
 test_particle_gun__particles.root: b3997f8b22cd43780ba8988087394926841448f5b64933532cb9e13f59ccedc0
 test_material_mapping__material-map_tracks.root: f8c4cc24dbe66de4e03cdc16f08491b7622ca07df2fab4088214969c56b043b6
 test_material_mapping__propagation-material.root: 0635939f20aa3a911dcd53725d86599d9cbdfe0f3bf6ab4699e317f947281488
@@ -74,16 +74,16 @@ test_gnn[cpu-torch]__performance_track_finding.root: 36b3045589c4c17c038dbc87943
 test_gnn[gpu-onnx]__performance_track_finding.root: 843ff96aae62062f0006faa01dc099db739135e624d981abaa53c46310d978a0
 test_gnn[gpu-torch]__performance_track_finding.root: acecf81b84b7b007070e5b38a93cc71b805d906606094e6dab08c88259526fd0
 test_ML_Ambiguity_Solver__performance_finding_ambiML.root: 65cb7a6fc35d5bc2d86636222271430aca41603b2fc3a7141af1ef77b3296015
-test_refitting[generic]__trackstates_gsf_refit.root: c2fa45b0ecb9d85474a9f19bbbcbbbbb0aa2e6ffb3460d63b986b8cc3310915a
-test_refitting[generic]__tracksummary_gsf_refit.root: 53a57ebc559dd78e8c72f7af0963ec9bdcc89bc10522cab5190f3ab9a2b9d5cc
-test_refitting[odd]__trackstates_gsf_refit.root: e524756400bd8094498350e9a08f6105585981c2e20493ad9d21c372c6cdef93
-test_refitting[odd]__tracksummary_gsf_refit.root: e8cf2bd4a2b9ab09e04640f8fa85d3a8ef744fd135645e893e0d6f51e2bf5bf8
+test_refitting[generic]__trackstates_gsf_refit.root: c6aee7272e465d98dea8b68af5552f7770cbdcebf3f7340f2ce7eec8837b1afd
+test_refitting[generic]__tracksummary_gsf_refit.root: 060a2b1b6cbe309f4f8336c096d8a057117927afab12a323abee09a520f2ad97
+test_refitting[odd]__trackstates_gsf_refit.root: 7008f2beb5c82e962d311d0be515c29a73ee366eefdb08c43bd2024df54cf0a3
+test_refitting[odd]__tracksummary_gsf_refit.root: 5471a4daad5119014f5959a7306570d1f57e5a92996dce845e71ae4ab2f850fb
 test_truth_tracking_kalman[generic-0.0]__trackstates_kf.root: 819c19e0412aba9ee6376460a82aec4cccdec62a07831bccd51bb2fc4591db4f
 test_truth_tracking_kalman[generic-0.0]__tracksummary_kf.root: d394c9617bfdb778939eb4f90fedbbb61734e06178b37818051c45bc478e2ff1
-test_truth_tracking_kalman[generic-1000.0]__trackstates_kf.root: 77fb23bb7488ca99bb8f02ea9ff161defa213307a9e636923e0850fa4d56d9ea
-test_truth_tracking_kalman[generic-1000.0]__tracksummary_kf.root: b74792f0382c5301ba2c580de8a2cedf91799b8c89a0a0d0a596687cd7629e98
+test_truth_tracking_kalman[generic-1000.0]__trackstates_kf.root: 57c6d0db211d633c5dbd1fdaf1f16156cf847617ab7e000b1920ad9a0d830992
+test_truth_tracking_kalman[generic-1000.0]__tracksummary_kf.root: 8fd22a103d77f7657d195ea424f5d8640a58fe1011a52ebb9b43b9f99ab62bf2
 test_truth_tracking_kalman[odd-0.0]__trackstates_kf.root: e189e305401b2933f25adf3e61925c591ea34a90040e9a1474560c16997ad272
 test_truth_tracking_kalman[odd-0.0]__tracksummary_kf.root: b9f8d1b9066e677fbb1a83107e9c612aebd3a764e1f1a33c22b6d566aca90941
-test_truth_tracking_kalman[odd-1000.0]__trackstates_kf.root: a3f3404e7be32e9a624aab3a50caba8eca5ae67a4d92c7aa4ff73f508ee050da
-test_truth_tracking_kalman[odd-1000.0]__tracksummary_kf.root: 83e6f53c8c54deebb6e68ce62661e7d2110434d323f4707235c383a8949ca45d
+test_truth_tracking_kalman[odd-1000.0]__trackstates_kf.root: 0c302812bb9d2a957aa3db276d5e1c64cf611ce6ba7b39931ddc5e1d1992c5ad
+test_truth_tracking_kalman[odd-1000.0]__tracksummary_kf.root: f4ba52124b30dc0d7644ffc3687b94cdcb08c54ff7ddf254c218ef6125260eb2
 test_strip_spacepoints[odd]__strip_spacepoints.root: 60aa49c00386083c0e058a12db2a8c834dffea050a745b7eded6edd3bfbf4b7d
diff --git a/Examples/Scripts/Python/truth_tracking_gsf_refitting.py b/Examples/Scripts/Python/truth_tracking_gsf_refitting.py
index fa5030e449d..4206db56e5a 100755
--- a/Examples/Scripts/Python/truth_tracking_gsf_refitting.py
+++ b/Examples/Scripts/Python/truth_tracking_gsf_refitting.py
@@ -22,6 +22,8 @@ def runRefittingGsf(
         field,
         digiConfigFile=digiConfigFile,
         outputDir=outputDir,
+        reverseFilteringMomThreshold=0.0,
+        reverseFilteringCovarianceScaling=1.0,
         s=s,
     )
 
@@ -36,6 +38,7 @@ def runRefittingGsf(
         "componentMergeMethod": acts.examples.ComponentMergeMethod.maxWeight,
         "mixtureReductionAlgorithm": acts.examples.MixtureReductionAlgorithm.KLDistance,
         "weightCutoff": 1.0e-4,
+        "reverseFilteringCovarianceScaling": 100.0,
         "level": acts.logging.INFO,
     }
 
@@ -44,6 +47,7 @@ def runRefittingGsf(
             acts.logging.INFO,
             inputTracks="kf_tracks",
             outputTracks="gsf_refit_tracks",
+            initialVarInflation=6 * [100.0],
             fit=acts.examples.makeGsfFitterFunction(
                 trackingGeometry, field, **gsfOptions
             ),
diff --git a/Examples/Scripts/Python/truth_tracking_kalman.py b/Examples/Scripts/Python/truth_tracking_kalman.py
index f08434f5312..fd383538e2f 100755
--- a/Examples/Scripts/Python/truth_tracking_kalman.py
+++ b/Examples/Scripts/Python/truth_tracking_kalman.py
@@ -18,6 +18,7 @@ def runTruthTrackingKalman(
     inputHitsPath: Optional[Path] = None,
     decorators=[],
     reverseFilteringMomThreshold=0 * u.GeV,
+    reverseFilteringCovarianceScaling=1,
     s: acts.examples.Sequencer = None,
 ):
     from acts.examples.simulation import (
@@ -127,6 +128,7 @@ def runTruthTrackingKalman(
         trackingGeometry,
         field,
         reverseFilteringMomThreshold,
+        reverseFilteringCovarianceScaling,
     )
 
     s.addAlgorithm(
diff --git a/Examples/Scripts/Python/truth_tracking_kalman_refitting.py b/Examples/Scripts/Python/truth_tracking_kalman_refitting.py
index 3b93341f6a4..86c4381faf9 100755
--- a/Examples/Scripts/Python/truth_tracking_kalman_refitting.py
+++ b/Examples/Scripts/Python/truth_tracking_kalman_refitting.py
@@ -18,6 +18,7 @@ def runRefittingKf(
     multipleScattering: bool = True,
     energyLoss: bool = True,
     reverseFilteringMomThreshold=0 * u.GeV,
+    reverseFilteringCovarianceScaling=1.0,
     s: acts.examples.Sequencer = None,
 ):
     s = runTruthTrackingKalman(
@@ -25,6 +26,8 @@ def runRefittingKf(
         field,
         digiConfigFile=digiConfigFile,
         outputDir=outputDir,
+        reverseFilteringMomThreshold=reverseFilteringMomThreshold,
+        reverseFilteringCovarianceScaling=reverseFilteringCovarianceScaling,
         s=s,
     )
 
@@ -32,6 +35,7 @@ def runRefittingKf(
         "multipleScattering": multipleScattering,
         "energyLoss": energyLoss,
         "reverseFilteringMomThreshold": reverseFilteringMomThreshold,
+        "reverseFilteringCovarianceScaling": reverseFilteringCovarianceScaling,
         "freeToBoundCorrection": acts.examples.FreeToBoundCorrection(False),
         "level": acts.logging.INFO,
         "chi2Cut": float("inf"),
@@ -42,6 +46,7 @@ def runRefittingKf(
             level=acts.logging.INFO,
             inputTracks="kf_tracks",
             outputTracks="kf_refit_tracks",
+            initialVarInflation=6 * [100.0],
             fit=acts.examples.makeKalmanFitterFunction(
                 trackingGeometry, field, **kalmanOptions
             ),

From 45a7ecd49aa74b6b4f89499eaa2651a18fe0b30a Mon Sep 17 00:00:00 2001
From: junggjo9 <junggjo90@gmail.com>
Date: Tue, 26 Aug 2025 21:55:31 +0200
Subject: [PATCH 28/56] fix: CompStrawLineAux found sign typo & update test in
 logging (#4583)

- Fixed logical typo in CompStrawLineAuxiliaries if the strips have a stereo angle\
- Update the logging from cout -> Acts logger
---
 .../detail/CompSpacePointAuxiliaries.ipp      |   4 +-
 .../Core/Seeding/StrawLineResidualTest.cpp    | 363 ++++++++++--------
 2 files changed, 207 insertions(+), 160 deletions(-)

diff --git a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp
index 2fff5ac649b..6566dc1782a 100644
--- a/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp
+++ b/Core/include/Acts/Seeding/detail/CompSpacePointAuxiliaries.ipp
@@ -62,11 +62,11 @@ double CompSpacePointAuxiliaries::chi2Term(const Vector& pos, const Vector& dir,
       /// Check whether the two vectors are orthogonal
       constexpr double tolerance = 1.e-8;
       const double stripAngle = b1.dot(b2);
-      if (stripAngle < tolerance) {
+      if (stripAngle > tolerance) {
         const double invDist = 1. / (1. - square(stripAngle));
         ActsSquareMatrix<2> stereoDecomp{invDist *
                                          ActsSquareMatrix<2>::Identity()};
-        stereoDecomp(1, 0) = stereoDecomp(0, 1) = stripAngle * invDist;
+        stereoDecomp(1, 0) = stereoDecomp(0, 1) = -stripAngle * invDist;
         dist = stereoDecomp * dist;
       }
       chiSq = Acts::square(dist[0]) / hit.covariance()[bendIdx] +
diff --git a/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp b/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
index 49576a0c510..fdff6664251 100644
--- a/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
+++ b/Tests/UnitTests/Core/Seeding/StrawLineResidualTest.cpp
@@ -35,6 +35,8 @@ using Pars_t = Line_t::ParamVector;
 
 constexpr auto logLvl = Logging::Level::INFO;
 
+ACTS_LOCAL_LOGGER(getDefaultLogger("StrawLineResidualTest", logLvl));
+
 namespace Acts::Test {
 class TestSpacePoint {
  public:
@@ -113,6 +115,29 @@ class TestSpacePoint {
   double time() const { return m_time.value_or(0.); }
   const std::array<double, 3>& covariance() const { return m_cov; }
 
+  friend std::ostream& operator<<(std::ostream& ostr,
+                                  const TestSpacePoint& sp) {
+    ostr << (sp.isStraw() ? "straw" : "strip") << " space point @ "
+         << toString(sp.localPosition());
+    if (sp.isStraw()) {
+      ostr << " wire direction: " << toString(sp.sensorDirection())
+           << ", drift Radius: " << sp.driftRadius();
+    } else {
+      ostr << ", sensor/toNext/normal: " << toString(sp.sensorDirection())
+           << "/" << toString(sp.toNextSensor()) << "/"
+           << toString(sp.planeNormal());
+    }
+    if (sp.hasTime()) {
+      ostr << ", time: " << sp.time();
+    }
+    ostr << ", non-bending: " << (sp.measuresLoc0() ? "yay" : "nay");
+    ostr << ", bending: " << (sp.measuresLoc1() ? "yay" : "nay");
+    const auto& cov = sp.covariance();
+    ostr << ", covariance: (" << cov[0] << ", " << cov[1] << ", " << cov[2]
+         << "), ";
+    return ostr;
+  }
+
  private:
   Vector3 m_pos{Vector3::Zero()};
   Vector3 m_dir{Vector3::Zero()};
@@ -136,42 +161,38 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
   resCfg.parsToUse = {ParIdx::x0, ParIdx::y0, ParIdx::phi, ParIdx::theta};
   Line_t line{linePars};
 
-  std::cout << "\n\n\nResidual test - Test line: " << toString(line.position())
-            << ", " << toString(line.direction()) << std::endl;
+  ACTS_INFO(__func__ << "() - " << __LINE__
+                     << ": Residual test w.r.t. test line: "
+                     << toString(line.position()) << ", "
+                     << toString(line.direction()));
 
   CompSpacePointAuxiliaries resCalc{resCfg,
                                     Acts::getDefaultLogger("testRes", logLvl)};
   resCalc.updateSpatialResidual(line, testPoint);
+  ACTS_INFO(__func__ << "() - " << __LINE__ << ": Test residual w.r.t. "
+                     << testPoint);
   if (testPoint.isStraw()) {
     const double lineDist =
         signedDistance(testPoint.localPosition(), testPoint.sensorDirection(),
                        line.position(), line.direction());
-    std::cout << "Test residual w.r.t. sp with position: "
-              << toString(testPoint.localPosition())
-              << ", orientation: " << toString(testPoint.sensorDirection())
-              << ", r: " << testPoint.driftRadius() << std::endl;
 
-    std::cout << "Residual: " << toString(resCalc.residual())
-              << ", line distance: " << lineDist << std::endl;
+    ACTS_INFO(__func__ << "() - " << __LINE__
+                       << ": Residual: " << toString(resCalc.residual())
+                       << ", line distance: " << lineDist);
     ///
     BOOST_CHECK_CLOSE(resCalc.residual()[toUnderlying(ResidualIdx::bending)],
                       lineDist - testPoint.driftRadius(), 1.e-12);
   } else {
-    std::cout << "Test residual w.r.t strip space point -- position: "
-              << toString(testPoint.localPosition())
-              << ", normal: " << toString(testPoint.planeNormal())
-              << ", strip: " << toString(testPoint.sensorDirection())
-              << ", to-next: " << toString(testPoint.toNextSensor())
-              << std::endl;
     const Vector3& n{testPoint.planeNormal()};
     const Vector3 planeIsect = intersectPlane(line.position(), line.direction(),
                                               n, testPoint.localPosition())
                                    .position();
     const Vector3 delta = (planeIsect - testPoint.localPosition());
 
-    std::cout << "Residual: " << toString(resCalc.residual())
-              << ", delta: " << toString(delta)
-              << ", <delta, n> =" << delta.dot(n) << std::endl;
+    ACTS_INFO(__func__ << "() - " << __LINE__
+                       << ": Residual: " << toString(resCalc.residual())
+                       << ", delta: " << toString(delta)
+                       << ", <delta, n> =" << delta.dot(n));
 
     Acts::ActsSquareMatrix<3> coordTrf{Acts::ActsSquareMatrix<3>::Zero()};
     coordTrf.col(toUnderlying(ResidualIdx::bending)) =
@@ -181,10 +202,12 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
         testPoint.measuresLoc1() ? testPoint.sensorDirection()
                                  : testPoint.toNextSensor();
     coordTrf.col(2) = n;
-    std::cout << "Coordinate trf: \n" << coordTrf << std::endl;
+    ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Coordinate trf: \n"
+                        << coordTrf);
 
     const Vector3 trfDelta = coordTrf.inverse() * delta;
-    std::cout << "Transformed delta: " << toString(trfDelta) << std::endl;
+    ACTS_DEBUG(__func__ << "() - " << __LINE__
+                        << ": Transformed delta: " << toString(trfDelta));
 
     if (testPoint.measuresLoc1()) {
       BOOST_CHECK_CLOSE(trfDelta[toUnderlying(ResidualIdx::bending)],
@@ -196,7 +219,6 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
                         resCalc.residual()[toUnderlying(ResidualIdx::bending)],
                         1.e-10);
     }
-
     if (testPoint.measuresLoc0()) {
       BOOST_CHECK_CLOSE(
           trfDelta[toUnderlying(ResidualIdx::nonBending)],
@@ -228,9 +250,10 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
     const Vector numDeriv =
         (resCalcUp.residual() - resCalcDn.residual()) / (2. * h);
 
-    std::cout << "Derivative test: " << CompSpacePointAuxiliaries::parName(par)
-              << ", derivative: " << toString(resCalc.gradient(par))
-              << ",  numerical: " << toString(numDeriv) << std::endl;
+    ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Derivative test: "
+                        << CompSpacePointAuxiliaries::parName(par)
+                        << ", derivative: " << toString(resCalc.gradient(par))
+                        << ",  numerical: " << toString(numDeriv));
     BOOST_CHECK_LE((numDeriv - resCalc.gradient(par)).norm() /
                        std::max(numDeriv.norm(), 1.),
                    tolerance);
@@ -239,10 +262,11 @@ void testResidual(const Pars_t& linePars, const TestSpacePoint& testPoint) {
       const Vector numDeriv1{
           (resCalcUp.gradient(par1) - resCalcDn.gradient(par1)) / (2. * h)};
       const Vector& analyticDeriv = resCalc.hessian(par, par1);
-      std::cout << "Second deriv (" << CompSpacePointAuxiliaries::parName(par)
-                << ", " << CompSpacePointAuxiliaries::parName(par1)
-                << ") -- numerical: " << toString(numDeriv1)
-                << ", analytic: " << toString(analyticDeriv) << std::endl;
+      ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Second deriv ("
+                          << CompSpacePointAuxiliaries::parName(par) << ", "
+                          << CompSpacePointAuxiliaries::parName(par1)
+                          << ") -- numerical: " << toString(numDeriv1)
+                          << ", analytic: " << toString(analyticDeriv));
       BOOST_CHECK_LE((numDeriv1 - analyticDeriv).norm(), tolerance);
     }
   }
@@ -254,8 +278,9 @@ void testSeed(const std::array<std::shared_ptr<TestSpacePoint>, 4>& spacePoints,
   const SquareMatrix2 bMatrix =
       CombinatorialSeedSolver::betaMatrix(spacePoints);
   if (std::abs(bMatrix.determinant()) < std::numeric_limits<float>::epsilon()) {
-    std::cout << "Beta Matrix has zero determinant -skip the combination"
-              << std::endl;
+    ACTS_VERBOSE(__func__ << "() " << __LINE__ << ": Beta Matrix \n"
+                          << bMatrix
+                          << "\nhas zero determinant - skip the combination");
     return;
   }
   const std::array<double, 4> distsAlongStrip =
@@ -263,10 +288,12 @@ void testSeed(const std::array<std::shared_ptr<TestSpacePoint>, 4>& spacePoints,
   const auto [seedPos, seedDir] =
       CombinatorialSeedSolver::seedSolution(spacePoints, distsAlongStrip);
 
-  std::cout << " Reconstructed position " << toString(seedPos)
-            << " and direction " << toString(seedDir) << std::endl;
-  std::cout << " Truth position " << toString(truthPosZ0)
-            << " and truth direction " << toString(truthDir) << std::endl;
+  ACTS_DEBUG(__func__ << "() " << __LINE__ << ": Reconstructed position "
+                      << toString(seedPos) << " and direction "
+                      << toString(seedDir));
+  ACTS_DEBUG(__func__ << "() " << __LINE__ << ": Truth position "
+                      << toString(truthPosZ0) << " and truth direction "
+                      << toString(truthDir));
 
   // check the distances along the strips if they are the same
   for (std::size_t i = 0; i < truthDistances.size(); i++) {
@@ -295,9 +322,10 @@ void timeStripResidualTest(const Pars_t& linePars, const double timeT0,
                       ParIdx::t0};
   Line_t line{linePars};
 
-  std::cout << "\n\n\nResidual test for line: " << toString(line.position())
-            << ", " << toString(line.direction()) << " with t0: " << timeT0
-            << "." << std::endl;
+  ACTS_INFO(__func__ << "() - " << __LINE__ << ": Residual test for line: "
+                     << toString(line.position()) << ", "
+                     << toString(line.direction()) << " with t0: " << timeT0
+                     << ".");
 
   CompSpacePointAuxiliaries resCalc{resCfg,
                                     Acts::getDefaultLogger("timeRes", logLvl)};
@@ -312,11 +340,11 @@ void timeStripResidualTest(const Pars_t& linePars, const double timeT0,
 
   BOOST_CHECK_CLOSE(resCalc.residual()[toUnderlying(ResidualIdx::time)],
                     sp.time() - ToF, 1.e-10);
-  std::cout << "Time of flight: " << ToF << ", measured time : " << sp.time()
-            << " --> residual: " << (sp.time() - ToF)
-            << " vs. from calculator: "
-            << resCalc.residual()[toUnderlying(ResidualIdx::time)] << "."
-            << std::endl;
+  ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Time of flight: " << ToF
+                      << ", measured time : " << sp.time() << " --> residual: "
+                      << (sp.time() - ToF) << " vs. from calculator: "
+                      << resCalc.residual()[toUnderlying(ResidualIdx::time)]
+                      << ".");
   constexpr double h = 5.e-9;
   constexpr double tolerance = 1.e-3;
 
@@ -344,10 +372,11 @@ void timeStripResidualTest(const Pars_t& linePars, const double timeT0,
     const Vector numDeriv =
         (resCalcUp.residual() - resCalcDn.residual()) / (2. * h);
 
-    std::cout << "Derivative test: "
-              << CompSpacePointAuxiliaries::parName(partial)
-              << ", derivative: " << toString(resCalc.gradient(partial))
-              << ",  numerical: " << toString(numDeriv) << std::endl;
+    ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Derivative test: "
+                        << CompSpacePointAuxiliaries::parName(partial)
+                        << ", derivative: "
+                        << toString(resCalc.gradient(partial))
+                        << ",  numerical: " << toString(numDeriv));
     BOOST_CHECK_LE((numDeriv - resCalc.gradient(partial)).norm() /
                        std::max(numDeriv.norm(), 1.),
                    tolerance);
@@ -356,11 +385,11 @@ void timeStripResidualTest(const Pars_t& linePars, const double timeT0,
           (resCalcUp.gradient(partial2) - resCalcDn.gradient(partial2)) /
           (2. * h)};
       const Vector& analyticDeriv = resCalc.hessian(partial, partial2);
-      std::cout << "Second deriv ("
-                << CompSpacePointAuxiliaries::parName(partial) << ", "
-                << CompSpacePointAuxiliaries::parName(partial2)
-                << ") -- numerical: " << toString(numDeriv1)
-                << ", analytic: " << toString(analyticDeriv) << std::endl;
+      ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Second deriv ("
+                          << CompSpacePointAuxiliaries::parName(partial) << ", "
+                          << CompSpacePointAuxiliaries::parName(partial2)
+                          << ") -- numerical: " << toString(numDeriv1)
+                          << ", analytic: " << toString(analyticDeriv));
       BOOST_CHECK_LE((numDeriv1 - analyticDeriv).norm(), tolerance);
     }
   }
@@ -368,7 +397,7 @@ void timeStripResidualTest(const Pars_t& linePars, const double timeT0,
 BOOST_AUTO_TEST_CASE(StrawDriftTimeCase) {
   using namespace Acts::detail::LineHelper;
 
-  std::cout << "\n\n\n\nCalibration straw point test " << std::endl;
+  ACTS_INFO("Calibration straw point test ");
 
   constexpr double recordedT = 15._ns;
   constexpr std::array<double, 3> rtCoeffs{0., 75. / 1_ns,
@@ -385,8 +414,9 @@ BOOST_AUTO_TEST_CASE(StrawDriftTimeCase) {
                             const Vector& pos, const Vector& dir,
                             const double t0) {
     Line_t line{linePars};
-    std::cout << "Calculate residual w.r.t. " << toString(line.position())
-              << ", " << toString(line.direction()) << std::endl;
+    ACTS_INFO(__func__ << "() " << __LINE__ << ": Calculate residual w.r.t. "
+                       << toString(line.position()) << ", "
+                       << toString(line.direction()));
     auto isectP = lineIntersect(pos, dir, line.position(), line.direction());
 
     const double driftT = recordedT -
@@ -397,11 +427,12 @@ BOOST_AUTO_TEST_CASE(StrawDriftTimeCase) {
     const double driftR = polynomialSum(driftT, rtCoeffs);
     const double driftV = derivativeSum<1>(driftT, rtCoeffs);
     const double driftA = derivativeSum<2>(driftT, rtCoeffs);
-    std::cout << "Create new space point @ " << toString(pos) << ", "
-              << toString(dir) << ", using t0: " << t0 / 1._ns
-              << " --> drfitT: " << driftT / 1._ns << " --> driftR: " << driftR
-              << ", driftV: " << driftV << ", "
-              << "driftA: " << driftA << std::endl;
+    ACTS_INFO(__func__ << "() " << __LINE__ << ": Create new space point @ "
+                       << toString(pos) << ", " << toString(dir)
+                       << ", using t0: " << t0 / 1._ns << " --> drfitT: "
+                       << driftT / 1._ns << " --> driftR: " << driftR
+                       << ", driftV: " << driftV << ", "
+                       << "driftA: " << driftA);
 
     CompSpacePointAuxiliaries resCalc{resCfg,
                                       Acts::getDefaultLogger(calcName, logLvl)};
@@ -415,11 +446,12 @@ BOOST_AUTO_TEST_CASE(StrawDriftTimeCase) {
                                 const Pars_t& linePars, const Vector& wPos,
                                 const Vector& wDir, const double t0) {
     auto resCalc = makeCalculator("strawT0Res", linePars, wPos, wDir, t0);
-    std::cout << "Residual: " << toString(resCalc.residual()) << std::endl;
+    ACTS_DEBUG(__func__ << "() - " << __LINE__
+                        << ": Residual: " << toString(resCalc.residual()));
     for (const auto partial : resCfg.parsToUse) {
-      std::cout << " *** partial: "
-                << CompSpacePointAuxiliaries::parName(partial) << " "
-                << toString(resCalc.gradient(partial)) << std::endl;
+      ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": *** partial: "
+                          << CompSpacePointAuxiliaries::parName(partial) << " "
+                          << toString(resCalc.gradient(partial)));
     }
     constexpr double h = 1.e-7;
     constexpr double tolerance = 1.e-3;
@@ -440,11 +472,12 @@ BOOST_AUTO_TEST_CASE(StrawDriftTimeCase) {
 
       const Vector numDeriv =
           (resCalcUp.residual() - resCalcDn.residual()) / (2. * h);
-      std::cout << "\nPartial " << CompSpacePointAuxiliaries::parName(partial)
-                << " --  numerical: " << toString(numDeriv)
-                << ", analytical: " << toString(resCalc.gradient(partial))
-                << "\n"
-                << std::endl;
+      ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Partial "
+                          << CompSpacePointAuxiliaries::parName(partial)
+                          << " --  numerical: " << toString(numDeriv)
+                          << ", analytical: "
+                          << toString(resCalc.gradient(partial)));
+
       BOOST_CHECK_LE((numDeriv - resCalc.gradient(partial)).norm() /
                          std::max(numDeriv.norm(), 1.),
                      tolerance);
@@ -453,11 +486,12 @@ BOOST_AUTO_TEST_CASE(StrawDriftTimeCase) {
             (resCalcUp.gradient(partial2) - resCalcDn.gradient(partial2)) /
             (2. * h)};
         const Vector& analyticDeriv = resCalc.hessian(partial, partial2);
-        std::cout << "Second deriv ("
-                  << CompSpacePointAuxiliaries::parName(partial) << ", "
-                  << CompSpacePointAuxiliaries::parName(partial2)
-                  << ") -- numerical: " << toString(numDeriv1)
-                  << ", analytic: " << toString(analyticDeriv) << std::endl;
+        ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Second deriv ("
+                            << CompSpacePointAuxiliaries::parName(partial)
+                            << ", "
+                            << CompSpacePointAuxiliaries::parName(partial2)
+                            << ") -- numerical: " << toString(numDeriv1)
+                            << ", analytic: " << toString(analyticDeriv));
         BOOST_CHECK_LE((numDeriv1 - analyticDeriv).norm(), tolerance);
       }
     }
@@ -635,100 +669,112 @@ BOOST_AUTO_TEST_CASE(ChiSqEvaluation) {
 
   Line_t line{linePars};
 
-  const TestSpacePoint strip{
-      line.point(20._cm) + 5._cm * line.direction().cross(Vector::UnitX()),
-      makeDirectionFromPhiTheta(0_degree, 90_degree),
-      makeDirectionFromPhiTheta(90._degree, 0._degree),
-      15._ns,
-      {Acts::pow(5._cm, 2), Acts::pow(10._cm, 2), Acts::pow(1._ns, 2)}};
   CompSpacePointAuxiliaries resCalc{resCfg,
                                     Acts::getDefaultLogger("testRes", logLvl)};
 
   const double t0{1._ns};
-  resCalc.updateFullResidual(line, t0, strip);
-
-  using ChiSq_t = CompSpacePointAuxiliaries::ChiSqWithDerivatives;
-  ChiSq_t chi2{};
-  resCalc.updateChiSq(chi2, strip.covariance());
-  std::cout << "Calculated chi2: " << chi2.chi2 << std::endl;
-  std::cout << "Gradient: " << toString(chi2.gradient) << std::endl;
-  std::cout << "Hessian: \n" << chi2.hessian << std::endl;
-  BOOST_CHECK_CLOSE(CompSpacePointAuxiliaries::chi2Term(
-                        line, resCfg.localToGlobal, t0, strip),
-                    chi2.chi2, 1.e-7);
-  constexpr double h = 1.e-7;
-  constexpr double tolerance = 1.e-3;
-  for (const auto par : resCfg.parsToUse) {
-    Pars_t lineParsUp{linePars}, lineParsDn{linePars};
 
-    const auto dIdx = toUnderlying(par);
-    double t0Up{t0}, t0Dn{t0};
-    if (par != ParIdx::t0) {
-      lineParsUp[dIdx] += h;
-      lineParsDn[dIdx] -= h;
-    } else {
-      t0Up += h;
-      t0Dn -= h;
-    }
-    ChiSq_t chi2Up{}, chi2Dn{};
-    /// Calculate the updated chi2
-    line.updateParameters(lineParsUp);
-    resCalc.updateFullResidual(line, t0Up, strip);
-    resCalc.updateChiSq(chi2Up, strip.covariance());
-
-    line.updateParameters(lineParsDn);
-    resCalc.updateFullResidual(line, t0Dn, strip);
-    resCalc.updateChiSq(chi2Dn, strip.covariance());
-
-    const double anaDeriv = chi2.gradient[dIdx];
-    const double numDeriv = (chi2Up.chi2 - chi2Dn.chi2) / (2. * h);
-
-    std::cout << "\nPartial " << CompSpacePointAuxiliaries::parName(par)
-              << " --  numerical: " << numDeriv << ", analytical: " << anaDeriv
-              << std::endl;
-    BOOST_CHECK_LE(std::abs(numDeriv - anaDeriv) / std::max(numDeriv, 1.),
-                   tolerance);
-    for (const auto par2 : resCfg.parsToUse) {
-      if (par2 > par) {
-        break;
+  auto testChi2 = [&line, &t0, &resCalc,
+                   &resCfg](const TestSpacePoint& testMe) {
+    using ChiSq_t = CompSpacePointAuxiliaries::ChiSqWithDerivatives;
+    ChiSq_t chi2{};
+    ACTS_INFO(__func__ << "() " << __LINE__ << ": Test space point " << testMe);
+
+    resCalc.updateFullResidual(line, t0, testMe);
+
+    resCalc.updateChiSq(chi2, testMe.covariance());
+    ACTS_DEBUG(__func__ << "() - " << __LINE__
+                        << ": Calculated chi2: " << chi2.chi2 << ", Gradient: "
+                        << toString(chi2.gradient) << ", Hessian: \n"
+                        << chi2.hessian);
+    BOOST_CHECK_CLOSE(CompSpacePointAuxiliaries::chi2Term(
+                          line, resCfg.localToGlobal, t0, testMe),
+                      chi2.chi2, 1.e-7);
+
+    constexpr double h = 1.e-7;
+    constexpr double tolerance = 1.e-3;
+    for (const auto par : resCfg.parsToUse) {
+      Pars_t lineParsUp{line.parameters()};
+      Pars_t lineParsDn{line.parameters()};
+
+      const auto dIdx = toUnderlying(par);
+      double t0Up{t0}, t0Dn{t0};
+      if (par != ParIdx::t0) {
+        lineParsUp[dIdx] += h;
+        lineParsDn[dIdx] -= h;
+      } else {
+        t0Up += h;
+        t0Dn -= h;
+      }
+      ChiSq_t chi2Up{}, chi2Dn{};
+      /// Calculate the updated chi2
+      line.updateParameters(lineParsUp);
+      resCalc.updateFullResidual(line, t0Up, testMe);
+      resCalc.updateChiSq(chi2Up, testMe.covariance());
+
+      line.updateParameters(lineParsDn);
+      resCalc.updateFullResidual(line, t0Dn, testMe);
+      resCalc.updateChiSq(chi2Dn, testMe.covariance());
+
+      const double anaDeriv = chi2.gradient[dIdx];
+      const double numDeriv = (chi2Up.chi2 - chi2Dn.chi2) / (2. * h);
+
+      ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Partial "
+                          << CompSpacePointAuxiliaries::parName(par)
+                          << " --  numerical: " << numDeriv
+                          << ", analytical: " << anaDeriv);
+      BOOST_CHECK_LE(std::abs(numDeriv - anaDeriv) / std::max(numDeriv, 1.),
+                     tolerance);
+      for (const auto par2 : resCfg.parsToUse) {
+        if (par2 > par) {
+          break;
+        }
+        const auto dIdx2 = toUnderlying(par2);
+        const double anaHess = chi2.hessian(dIdx, dIdx2);
+        const double numHess =
+            (chi2Up.gradient[dIdx2] - chi2Dn.gradient[dIdx2]) / (2. * h);
+
+        ACTS_DEBUG(__func__ << "() - " << __LINE__ << ": Second deriv ("
+                            << CompSpacePointAuxiliaries::parName(par) << ", "
+                            << CompSpacePointAuxiliaries::parName(par2)
+                            << ") -- numerical: " << numHess
+                            << ", analytic: " << anaHess);
+        BOOST_CHECK_LE(std::abs(anaHess - numHess), tolerance);
       }
-      const auto dIdx2 = toUnderlying(par2);
-      const double anaHess = chi2.hessian(dIdx, dIdx2);
-      const double numHess =
-          (chi2Up.gradient[dIdx2] - chi2Dn.gradient[dIdx2]) / (2. * h);
-
-      std::cout << "Second deriv (" << CompSpacePointAuxiliaries::parName(par)
-                << ", " << CompSpacePointAuxiliaries::parName(par2)
-                << ") -- numerical: " << numHess << ", analytic: " << anaHess
-                << std::endl;
-      BOOST_CHECK_LE(std::abs(anaHess - numHess), tolerance);
     }
-  }
+  };
+
+  /// Test orthogonal strips
+  testChi2(TestSpacePoint{
+      line.point(20._cm) + 5._cm * line.direction().cross(Vector::UnitX()),
+      makeDirectionFromPhiTheta(0_degree, 90._degree),
+      makeDirectionFromPhiTheta(90._degree, 0._degree),
+      15._ns,
+      {Acts::pow(5._cm, 2), Acts::pow(10._cm, 2), Acts::pow(1._ns, 2)}});
 
-  const TestSpacePoint straw{
+  /// Test strips with stereo
+  testChi2(TestSpacePoint{
+      line.point(20._cm) + 5._cm * line.direction().cross(Vector::UnitX()),
+      makeDirectionFromPhiTheta(0_degree, 45._degree),
+      makeDirectionFromPhiTheta(60._degree, 0._degree),
+      15._ns,
+      {Acts::pow(5._cm, 2), Acts::pow(10._cm, 2), Acts::pow(1._ns, 2)}});
+  //// Test ordinary straws
+  testChi2(TestSpacePoint{
       line.point(20._cm) + 5._cm * line.direction().cross(Vector::UnitX()),
       Vector3::UnitX(),
       5._cm,
       false,
-      {0., Acts::pow(10._mm, 2), 0.}};
-  chi2.reset();
-  resCalc.updateFullResidual(line, t0, straw);
-  resCalc.updateChiSq(chi2, straw.covariance());
-  BOOST_CHECK_CLOSE(CompSpacePointAuxiliaries::chi2Term(line, straw), chi2.chi2,
-                    1.e-7);
-
-  const TestSpacePoint straw1{
-      line.point(20._cm) + 5._cm * line.direction().cross(Vector::UnitX()) +
-          4._cm * Vector::UnitX(),
-      Vector3::UnitX(),
-      5._cm,
-      true,
-      {Acts::pow(0.5_cm, 2), Acts::pow(10._mm, 2), 0.}};
-  chi2.reset();
-  resCalc.updateFullResidual(line, t0, straw1);
-  resCalc.updateChiSq(chi2, straw1.covariance());
-  BOOST_CHECK_CLOSE(CompSpacePointAuxiliaries::chi2Term(line, straw1),
-                    chi2.chi2, 1.e-7);
+      {0., Acts::pow(10._mm, 2), 0.}});
+
+  /// Test straws with information on the position along the tube
+  testChi2(TestSpacePoint{line.point(20._cm) +
+                              5._cm * line.direction().cross(Vector::UnitX()) +
+                              4._cm * Vector::UnitX(),
+                          Vector3::UnitX(),
+                          5._cm,
+                          true,
+                          {Acts::pow(0.5_cm, 2), Acts::pow(10._mm, 2), 0.}});
 }
 
 BOOST_AUTO_TEST_CASE(CombinatorialSeedSolverStripsTest) {
@@ -758,9 +804,10 @@ BOOST_AUTO_TEST_CASE(CombinatorialSeedSolverStripsTest) {
 
   // pseudo track initialization
 
-  for (std::size_t i = 0; i < nEvents; i++) {
-    std::cout << "\n\n\nCombinatorial Seed test - Processing Event: " << i
-              << std::endl;
+  for (std::size_t i = 0; i < nEvents; ++i) {
+    ACTS_VERBOSE(__func__ << "() " << __LINE__
+                          << " - Combinatorial Seed test - Processing Event: "
+                          << i);
     // update pseudo track parameters with random values
     Pars_t linePars{};
     linePars[x0_idx] = std::uniform_real_distribution{-500., 500.}(rndEngine);
@@ -775,7 +822,7 @@ BOOST_AUTO_TEST_CASE(CombinatorialSeedSolverStripsTest) {
     Vector3 muonDir = line.direction();
 
     std::array<std::shared_ptr<TestSpacePoint>, nStrips> spacePoints{};
-    for (std::size_t layer = 0; layer < nStrips; layer++) {
+    for (std::size_t layer = 0; layer < nStrips; ++layer) {
       auto intersection = PlanarHelper::intersectPlane(
           muonPos, muonDir, Vector3::UnitZ(), distancesZ[layer]);
       intersections[layer] = intersection.position();

From 0f82e4834f88dfc06f592c9b523fffc3a5094409 Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Tue, 26 Aug 2025 23:17:07 +0200
Subject: [PATCH 29/56] chore: Use `const` where possible in `Seeding2` (#4582)

Consistently use `const` for all temporaries in `Seeding2` where possible
---
 .../Seeding2/CylindricalSpacePointGrid2.cpp   |  33 ++--
 Core/src/Seeding2/DoubletSeedFinder.cpp       |  13 +-
 Core/src/Seeding2/TripletSeedFinder.cpp       | 185 +++++++++---------
 Core/src/Seeding2/TripletSeeder.cpp           |   4 +-
 4 files changed, 119 insertions(+), 116 deletions(-)

diff --git a/Core/src/Seeding2/CylindricalSpacePointGrid2.cpp b/Core/src/Seeding2/CylindricalSpacePointGrid2.cpp
index f3a9233ecaf..f7fa43b2492 100644
--- a/Core/src/Seeding2/CylindricalSpacePointGrid2.cpp
+++ b/Core/src/Seeding2/CylindricalSpacePointGrid2.cpp
@@ -44,7 +44,7 @@ CylindricalSpacePointGrid2::CylindricalSpacePointGrid2(
   } else {
     // calculate circle intersections of helix and max detector radius in mm.
     // bFieldInZ is in (pT/radius) natively, no need for conversion
-    float minHelixRadius = m_cfg.minPt / m_cfg.bFieldInZ;
+    const float minHelixRadius = m_cfg.minPt / m_cfg.bFieldInZ;
 
     // sanity check: if yOuter takes the square root of a negative number
     if (minHelixRadius < m_cfg.rMax * 0.5) {
@@ -53,25 +53,25 @@ CylindricalSpacePointGrid2::CylindricalSpacePointGrid2(
           "check the m_cfguration of bFieldInZ and minPt");
     }
 
-    float maxR2 = m_cfg.rMax * m_cfg.rMax;
-    float xOuter = maxR2 / (2 * minHelixRadius);
-    float yOuter = std::sqrt(maxR2 - xOuter * xOuter);
-    float outerAngle = std::atan(xOuter / yOuter);
+    const float maxR2 = m_cfg.rMax * m_cfg.rMax;
+    const float xOuter = maxR2 / (2 * minHelixRadius);
+    const float yOuter = std::sqrt(maxR2 - xOuter * xOuter);
+    const float outerAngle = std::atan(xOuter / yOuter);
     // intersection of helix and max detector radius minus maximum R distance
     // from middle SP to top SP
     float innerAngle = 0;
     float rMin = m_cfg.rMax;
     if (m_cfg.rMax > m_cfg.deltaRMax) {
       rMin = m_cfg.rMax - m_cfg.deltaRMax;
-      float innerCircleR2 =
+      const float innerCircleR2 =
           (m_cfg.rMax - m_cfg.deltaRMax) * (m_cfg.rMax - m_cfg.deltaRMax);
-      float xInner = innerCircleR2 / (2 * minHelixRadius);
-      float yInner = std::sqrt(innerCircleR2 - xInner * xInner);
+      const float xInner = innerCircleR2 / (2 * minHelixRadius);
+      const float yInner = std::sqrt(innerCircleR2 - xInner * xInner);
       innerAngle = std::atan(xInner / yInner);
     }
 
     // evaluating the azimutal deflection including the maximum impact parameter
-    float deltaAngleWithMaxD0 =
+    const float deltaAngleWithMaxD0 =
         std::abs(std::asin(m_cfg.impactMax / rMin) -
                  std::asin(m_cfg.impactMax / m_cfg.rMax));
 
@@ -82,8 +82,8 @@ CylindricalSpacePointGrid2::CylindricalSpacePointGrid2(
     // seed making step. So each individual bin should cover
     // 1/m_cfg.phiBinDeflectionCoverage of the maximum expected azimutal
     // deflection
-    float deltaPhi = (outerAngle - innerAngle + deltaAngleWithMaxD0) /
-                     m_cfg.phiBinDeflectionCoverage;
+    const float deltaPhi = (outerAngle - innerAngle + deltaAngleWithMaxD0) /
+                           m_cfg.phiBinDeflectionCoverage;
 
     // sanity check: if the delta phi is equal to or less than zero, we'll be
     // creating an infinite or a negative number of bins, which would be bad!
@@ -108,7 +108,7 @@ CylindricalSpacePointGrid2::CylindricalSpacePointGrid2(
   PhiAxisType phiAxis(AxisClosed, m_cfg.phiMin, m_cfg.phiMax, phiBins);
 
   // vector that will store the edges of the bins of z
-  std::vector<double> zValues{};
+  std::vector<double> zValues;
 
   // If zBinEdges is not defined, calculate the edges as zMin + bin * zBinSize
   if (m_cfg.zBinEdges.empty()) {
@@ -116,13 +116,14 @@ CylindricalSpacePointGrid2::CylindricalSpacePointGrid2(
     // and returning (multiple) neighbors only in one z-direction for forward
     // seeds
     // FIXME: zBinSize must include scattering
-    float zBinSize = m_cfg.cotThetaMax * m_cfg.deltaRMax;
-    float zBins =
+    const float zBinSize = m_cfg.cotThetaMax * m_cfg.deltaRMax;
+    const float zBins =
         std::max(1.f, std::floor((m_cfg.zMax - m_cfg.zMin) / zBinSize));
 
     zValues.reserve(static_cast<int>(zBins));
     for (int bin = 0; bin <= static_cast<int>(zBins); bin++) {
-      double edge = m_cfg.zMin + bin * ((m_cfg.zMax - m_cfg.zMin) / zBins);
+      const double edge =
+          m_cfg.zMin + bin * ((m_cfg.zMax - m_cfg.zMin) / zBins);
       zValues.push_back(edge);
     }
   } else {
@@ -133,7 +134,7 @@ CylindricalSpacePointGrid2::CylindricalSpacePointGrid2(
     }
   }
 
-  std::vector<double> rValues{};
+  std::vector<double> rValues;
   rValues.reserve(std::max(2ul, m_cfg.rBinEdges.size()));
   if (m_cfg.rBinEdges.empty()) {
     rValues = {m_cfg.rMin, m_cfg.rMax};
diff --git a/Core/src/Seeding2/DoubletSeedFinder.cpp b/Core/src/Seeding2/DoubletSeedFinder.cpp
index 0aa6fa11abc..ca261a44c4e 100644
--- a/Core/src/Seeding2/DoubletSeedFinder.cpp
+++ b/Core/src/Seeding2/DoubletSeedFinder.cpp
@@ -56,9 +56,6 @@ class Impl final : public DoubletSeedFinder {
     // equivalent to impactMax / (rM * rM);
     const float vIPAbs = impactMax * middleSpInfo.uIP2;
 
-    float deltaR = 0.;
-    float deltaZ = 0.;
-
     const auto outsideRangeCheck = [](const float value, const float min,
                                       const float max) {
       // intentionally using `|` after profiling. faster due to better branch
@@ -99,11 +96,12 @@ class Impl final : public DoubletSeedFinder {
     for (auto [indexO, xyO, zrO, varianceZO, varianceRO] : candidateSps.zip(
              container.xyColumn(), container.zrColumn(),
              container.varianceZColumn(), container.varianceRColumn())) {
-      float xO = xyO[0];
-      float yO = xyO[1];
-      float zO = zrO[0];
-      float rO = zrO[1];
+      const float xO = xyO[0];
+      const float yO = xyO[1];
+      const float zO = zrO[0];
+      const float rO = zrO[1];
 
+      float deltaR = 0;
       if constexpr (isBottomCandidate) {
         deltaR = rM - rO;
 
@@ -130,6 +128,7 @@ class Impl final : public DoubletSeedFinder {
         }
       }
 
+      float deltaZ = 0;
       if constexpr (isBottomCandidate) {
         deltaZ = zM - zO;
       } else {
diff --git a/Core/src/Seeding2/TripletSeedFinder.cpp b/Core/src/Seeding2/TripletSeedFinder.cpp
index cbcb8c5d453..eea2384561a 100644
--- a/Core/src/Seeding2/TripletSeedFinder.cpp
+++ b/Core/src/Seeding2/TripletSeedFinder.cpp
@@ -32,32 +32,35 @@ bool stripCoordinateCheck(float tolerance, const ConstSpacePointProxy2& sp,
   const std::array<float, 3>& stripCenterDistance = sp.stripCenterDistance();
 
   // cross product between top strip vector and spacePointPosition
-  std::array<float, 3> d1 = {topStripVector[1] * spacePointPosition[2] -
-                                 topStripVector[2] * spacePointPosition[1],
-                             topStripVector[2] * spacePointPosition[0] -
-                                 topStripVector[0] * spacePointPosition[2],
-                             topStripVector[0] * spacePointPosition[1] -
-                                 topStripVector[1] * spacePointPosition[0]};
+  const std::array<float, 3> d1 = {
+      topStripVector[1] * spacePointPosition[2] -
+          topStripVector[2] * spacePointPosition[1],
+      topStripVector[2] * spacePointPosition[0] -
+          topStripVector[0] * spacePointPosition[2],
+      topStripVector[0] * spacePointPosition[1] -
+          topStripVector[1] * spacePointPosition[0]};
 
   // scalar product between bottom strip vector and d1
-  float bd1 = bottomStripVector[0] * d1[0] + bottomStripVector[1] * d1[1] +
-              bottomStripVector[2] * d1[2];
+  const float bd1 = bottomStripVector[0] * d1[0] +
+                    bottomStripVector[1] * d1[1] + bottomStripVector[2] * d1[2];
 
   // compatibility check using distance between strips to evaluate if
   // spacepointPosition is inside the bottom detector element
-  float s1 = stripCenterDistance[0] * d1[0] + stripCenterDistance[1] * d1[1] +
-             stripCenterDistance[2] * d1[2];
+  const float s1 = stripCenterDistance[0] * d1[0] +
+                   stripCenterDistance[1] * d1[1] +
+                   stripCenterDistance[2] * d1[2];
   if (std::abs(s1) > std::abs(bd1) * tolerance) {
     return false;
   }
 
   // cross product between bottom strip vector and spacePointPosition
-  std::array<float, 3> d0 = {bottomStripVector[1] * spacePointPosition[2] -
-                                 bottomStripVector[2] * spacePointPosition[1],
-                             bottomStripVector[2] * spacePointPosition[0] -
-                                 bottomStripVector[0] * spacePointPosition[2],
-                             bottomStripVector[0] * spacePointPosition[1] -
-                                 bottomStripVector[1] * spacePointPosition[0]};
+  const std::array<float, 3> d0 = {
+      bottomStripVector[1] * spacePointPosition[2] -
+          bottomStripVector[2] * spacePointPosition[1],
+      bottomStripVector[2] * spacePointPosition[0] -
+          bottomStripVector[0] * spacePointPosition[2],
+      bottomStripVector[0] * spacePointPosition[1] -
+          bottomStripVector[1] * spacePointPosition[0]};
 
   // compatibility check using distance between strips to evaluate if
   // spacePointPosition is inside the top detector element
@@ -101,15 +104,15 @@ class Impl final : public TripletSeedFinder {
     tripletTopCandidates.reserve(tripletTopCandidates.size() +
                                  topDoublets.size());
 
-    float cotThetaB = bottomDoublet.cotTheta();
-    float erB = bottomDoublet.er();
-    float iDeltaRB = bottomDoublet.iDeltaR();
-    float Ub = bottomDoublet.u();
-    float Vb = bottomDoublet.v();
+    const float cotThetaB = bottomDoublet.cotTheta();
+    const float erB = bottomDoublet.er();
+    const float iDeltaRB = bottomDoublet.iDeltaR();
+    const float Ub = bottomDoublet.u();
+    const float Vb = bottomDoublet.v();
 
     // 1+(cot^2(theta)) = 1/sin^2(theta)
-    float iSinTheta2 = 1 + cotThetaB * cotThetaB;
-    float sigmaSquaredPtDependent = iSinTheta2 * m_cfg.sigmapT2perRadius;
+    const float iSinTheta2 = 1 + cotThetaB * cotThetaB;
+    const float sigmaSquaredPtDependent = iSinTheta2 * m_cfg.sigmapT2perRadius;
     // calculate max scattering for min momentum at the seed's theta angle
     // scaling scatteringAngle^2 by sin^2(theta) to convert pT^2 to p^2
     // accurate would be taking 1/atan(thetaBottom)-1/atan(thetaTop) <
@@ -119,29 +122,29 @@ class Impl final : public TripletSeedFinder {
     // resolving with pT to p scaling --> only divide by sin^2(theta)
     // max approximation error for allowed scattering angles of 0.04 rad at
     // eta=infinity: ~8.5%
-    float scatteringInRegion2 = m_cfg.multipleScattering2 * iSinTheta2;
+    const float scatteringInRegion2 = m_cfg.multipleScattering2 * iSinTheta2;
 
     std::size_t topDoubletOffset = 0;
     for (auto [topDoublet, topDoubletIndex] :
          zip(topDoublets, std::ranges::iota_view<std::size_t, std::size_t>(
                               0, topDoublets.size()))) {
-      SpacePointIndex2 spT = topDoublet.spacePointIndex();
-      float cotThetaT = topDoublet.cotTheta();
+      const SpacePointIndex2 spT = topDoublet.spacePointIndex();
+      const float cotThetaT = topDoublet.cotTheta();
 
       // use geometric average
-      float cotThetaAvg2 = cotThetaB * cotThetaT;
+      const float cotThetaAvg2 = cotThetaB * cotThetaT;
       if (cotThetaAvg2 <= 0) {
         continue;
       }
 
       // add errors of spB-spM and spM-spT pairs and add the correlation term
       // for errors on spM
-      float error2 = topDoublet.er() + erB +
-                     2 * (cotThetaAvg2 * varianceRM + varianceZM) * iDeltaRB *
-                         topDoublet.iDeltaR();
+      const float error2 = topDoublet.er() + erB +
+                           2 * (cotThetaAvg2 * varianceRM + varianceZM) *
+                               iDeltaRB * topDoublet.iDeltaR();
 
-      float deltaCotTheta = cotThetaB - cotThetaT;
-      float deltaCotTheta2 = deltaCotTheta * deltaCotTheta;
+      const float deltaCotTheta = cotThetaB - cotThetaT;
+      const float deltaCotTheta2 = deltaCotTheta * deltaCotTheta;
 
       // Apply a cut on the compatibility between the r-z slope of the two
       // seed segments. This is done by comparing the squared difference
@@ -166,17 +169,17 @@ class Impl final : public TripletSeedFinder {
         continue;
       }
 
-      float dU = topDoublet.u() - Ub;
+      const float dU = topDoublet.u() - Ub;
       // protects against division by 0
       if (dU == 0) {
         continue;
       }
       // A and B are evaluated as a function of the circumference parameters
       // x_0 and y_0
-      float A = (topDoublet.v() - Vb) / dU;
-      float S2 = 1 + A * A;
-      float B = Vb - A * Ub;
-      float B2 = B * B;
+      const float A = (topDoublet.v() - Vb) / dU;
+      const float S2 = 1 + A * A;
+      const float B = Vb - A * Ub;
+      const float B2 = B * B;
 
       // sqrt(S2)/B = 2 * helixradius
       // calculated radius must not be smaller than minimum radius
@@ -187,7 +190,7 @@ class Impl final : public TripletSeedFinder {
       // refinement of the cut on the compatibility between the r-z slope of
       // the two seed segments using a scattering term scaled by the actual
       // measured pT (p2scatterSigma)
-      float iHelixDiameter2 = B2 / S2;
+      const float iHelixDiameter2 = B2 / S2;
       // convert p(T) to p scaling by sin^2(theta) AND scale by 1/sin^4(theta)
       // from rad to deltaCotTheta
       float p2scatterSigma = iHelixDiameter2 * sigmaSquaredPtDependent;
@@ -198,7 +201,7 @@ class Impl final : public TripletSeedFinder {
         // p2scatterSigma is calculated directly from maxPtScattering
         if (B2 == 0 || m_cfg.pTPerHelixRadius * std::sqrt(S2 / B2) >
                            2 * m_cfg.maxPtScattering) {
-          float pTscatterSigma =
+          const float pTscatterSigma =
               (m_cfg.highland / m_cfg.maxPtScattering) * m_cfg.sigmaScattering;
           p2scatterSigma = pTscatterSigma * pTscatterSigma * iSinTheta2;
         }
@@ -218,7 +221,7 @@ class Impl final : public TripletSeedFinder {
       // A and B allow calculation of impact params in U/V plane with linear
       // function
       // (in contrast to having to solve a quadratic function in x/y plane)
-      float im = std::abs((A - B * rM) * rM);
+      const float im = std::abs((A - B * rM) * rM);
       if (im > m_cfg.impactMax) {
         continue;
       }
@@ -251,14 +254,14 @@ class Impl final : public TripletSeedFinder {
                                  topDoublets.size());
 
     float cotThetaB = bottomDoublet.cotTheta();
-    float erB = bottomDoublet.er();
-    float iDeltaRB = bottomDoublet.iDeltaR();
-    float Vb = bottomDoublet.v();
-    float Ub = bottomDoublet.u();
+    const float erB = bottomDoublet.er();
+    const float iDeltaRB = bottomDoublet.iDeltaR();
+    const float Vb = bottomDoublet.v();
+    const float Ub = bottomDoublet.u();
 
     // 1+(cot^2(theta)) = 1/sin^2(theta)
-    float iSinTheta2 = 1 + cotThetaB * cotThetaB;
-    float sigmaSquaredPtDependent = iSinTheta2 * m_cfg.sigmapT2perRadius;
+    const float iSinTheta2 = 1 + cotThetaB * cotThetaB;
+    const float sigmaSquaredPtDependent = iSinTheta2 * m_cfg.sigmapT2perRadius;
     // calculate max scattering for min momentum at the seed's theta angle
     // scaling scatteringAngle^2 by sin^2(theta) to convert pT^2 to p^2
     // accurate would be taking 1/atan(thetaBottom)-1/atan(thetaTop) <
@@ -268,15 +271,15 @@ class Impl final : public TripletSeedFinder {
     // resolving with pT to p scaling --> only divide by sin^2(theta)
     // max approximation error for allowed scattering angles of 0.04 rad at
     // eta=infinity: ~8.5%
-    float scatteringInRegion2 = m_cfg.multipleScattering2 * iSinTheta2;
+    const float scatteringInRegion2 = m_cfg.multipleScattering2 * iSinTheta2;
 
-    float sinTheta = 1 / std::sqrt(iSinTheta2);
-    float cosTheta = cotThetaB * sinTheta;
+    const float sinTheta = 1 / std::sqrt(iSinTheta2);
+    const float cosTheta = cotThetaB * sinTheta;
 
     // coordinate transformation and checks for middle spacepoint
     // x and y terms for the rotation from UV to XY plane
-    std::array<float, 2> rotationTermsUVtoXY = {cosPhiM * sinTheta,
-                                                sinPhiM * sinTheta};
+    const std::array<float, 2> rotationTermsUVtoXY = {cosPhiM * sinTheta,
+                                                      sinPhiM * sinTheta};
 
     for (auto topDoublet : topDoublets) {
       // protects against division by 0
@@ -286,13 +289,13 @@ class Impl final : public TripletSeedFinder {
       }
       // A and B are evaluated as a function of the circumference parameters
       // x_0 and y_0
-      float A0 = (topDoublet.v() - Vb) / dU;
+      const float A0 = (topDoublet.v() - Vb) / dU;
 
-      float zPositionMiddle = cosTheta * std::sqrt(1 + A0 * A0);
+      const float zPositionMiddle = cosTheta * std::sqrt(1 + A0 * A0);
 
       // position of Middle SP converted from UV to XY assuming cotTheta
       // evaluated from the Bottom and Middle SPs double
-      std::array<float, 3> positionMiddle = {
+      const std::array<float, 3> positionMiddle = {
           rotationTermsUVtoXY[0] - rotationTermsUVtoXY[1] * A0,
           rotationTermsUVtoXY[0] * A0 + rotationTermsUVtoXY[1],
           zPositionMiddle};
@@ -304,10 +307,10 @@ class Impl final : public TripletSeedFinder {
       }
 
       // coordinate transformation and checks for bottom spacepoint
-      float B0 = 2 * (Vb - A0 * Ub);
-      float Cb = 1 - B0 * bottomDoublet.y();
-      float Sb = A0 + B0 * bottomDoublet.x();
-      std::array<float, 3> positionBottom = {
+      const float B0 = 2 * (Vb - A0 * Ub);
+      const float Cb = 1 - B0 * bottomDoublet.y();
+      const float Sb = A0 + B0 * bottomDoublet.x();
+      const std::array<float, 3> positionBottom = {
           rotationTermsUVtoXY[0] * Cb - rotationTermsUVtoXY[1] * Sb,
           rotationTermsUVtoXY[0] * Sb + rotationTermsUVtoXY[1] * Cb,
           zPositionMiddle};
@@ -321,9 +324,9 @@ class Impl final : public TripletSeedFinder {
       }
 
       // coordinate transformation and checks for top spacepoint
-      float Ct = 1 - B0 * topDoublet.y();
-      float St = A0 + B0 * topDoublet.x();
-      std::array<float, 3> positionTop = {
+      const float Ct = 1 - B0 * topDoublet.y();
+      const float St = A0 + B0 * topDoublet.x();
+      const std::array<float, 3> positionTop = {
           rotationTermsUVtoXY[0] * Ct - rotationTermsUVtoXY[1] * St,
           rotationTermsUVtoXY[0] * St + rotationTermsUVtoXY[1] * Ct,
           zPositionMiddle};
@@ -337,31 +340,31 @@ class Impl final : public TripletSeedFinder {
       }
 
       // bottom and top coordinates in the spM reference frame
-      float xB = rBTransf[0] - rMTransf[0];
-      float yB = rBTransf[1] - rMTransf[1];
-      float zB = rBTransf[2] - rMTransf[2];
-      float xT = rTTransf[0] - rMTransf[0];
-      float yT = rTTransf[1] - rMTransf[1];
-      float zT = rTTransf[2] - rMTransf[2];
+      const float xB = rBTransf[0] - rMTransf[0];
+      const float yB = rBTransf[1] - rMTransf[1];
+      const float zB = rBTransf[2] - rMTransf[2];
+      const float xT = rTTransf[0] - rMTransf[0];
+      const float yT = rTTransf[1] - rMTransf[1];
+      const float zT = rTTransf[2] - rMTransf[2];
 
-      float iDeltaRB2 = 1 / (xB * xB + yB * yB);
-      float iDeltaRT2 = 1 / (xT * xT + yT * yT);
+      const float iDeltaRB2 = 1 / (xB * xB + yB * yB);
+      const float iDeltaRT2 = 1 / (xT * xT + yT * yT);
 
       cotThetaB = -zB * std::sqrt(iDeltaRB2);
-      float cotThetaT = zT * std::sqrt(iDeltaRT2);
+      const float cotThetaT = zT * std::sqrt(iDeltaRT2);
 
       // use arithmetic average
-      float averageCotTheta = 0.5f * (cotThetaB + cotThetaT);
-      float cotThetaAvg2 = averageCotTheta * averageCotTheta;
+      const float averageCotTheta = 0.5f * (cotThetaB + cotThetaT);
+      const float cotThetaAvg2 = averageCotTheta * averageCotTheta;
 
       // add errors of spB-spM and spM-spT pairs and add the correlation term
       // for errors on spM
-      float error2 = topDoublet.er() + erB +
-                     2 * (cotThetaAvg2 * varianceRM + varianceZM) * iDeltaRB *
-                         topDoublet.iDeltaR();
+      const float error2 = topDoublet.er() + erB +
+                           2 * (cotThetaAvg2 * varianceRM + varianceZM) *
+                               iDeltaRB * topDoublet.iDeltaR();
 
-      float deltaCotTheta = cotThetaB - cotThetaT;
-      float deltaCotTheta2 = deltaCotTheta * deltaCotTheta;
+      const float deltaCotTheta = cotThetaB - cotThetaT;
+      const float deltaCotTheta2 = deltaCotTheta * deltaCotTheta;
 
       // Apply a cut on the compatibility between the r-z slope of the two
       // seed segments. This is done by comparing the squared difference
@@ -378,26 +381,26 @@ class Impl final : public TripletSeedFinder {
         continue;
       }
 
-      float rMxy =
+      const float rMxy =
           std::sqrt(rMTransf[0] * rMTransf[0] + rMTransf[1] * rMTransf[1]);
-      float irMxy = 1 / rMxy;
-      float Ax = rMTransf[0] * irMxy;
-      float Ay = rMTransf[1] * irMxy;
+      const float irMxy = 1 / rMxy;
+      const float Ax = rMTransf[0] * irMxy;
+      const float Ay = rMTransf[1] * irMxy;
 
-      float ub = (xB * Ax + yB * Ay) * iDeltaRB2;
-      float vb = (yB * Ax - xB * Ay) * iDeltaRB2;
-      float ut = (xT * Ax + yT * Ay) * iDeltaRT2;
-      float vt = (yT * Ax - xT * Ay) * iDeltaRT2;
+      const float ub = (xB * Ax + yB * Ay) * iDeltaRB2;
+      const float vb = (yB * Ax - xB * Ay) * iDeltaRB2;
+      const float ut = (xT * Ax + yT * Ay) * iDeltaRT2;
+      const float vt = (yT * Ax - xT * Ay) * iDeltaRT2;
 
       dU = ut - ub;
       // protects against division by 0
       if (dU == 0) {
         continue;
       }
-      float A = (vt - vb) / dU;
-      float S2 = 1 + A * A;
-      float B = vb - A * ub;
-      float B2 = B * B;
+      const float A = (vt - vb) / dU;
+      const float S2 = 1 + A * A;
+      const float B = vb - A * ub;
+      const float B2 = B * B;
 
       // sqrt(S2)/B = 2 * helixradius
       // calculated radius must not be smaller than minimum radius
@@ -408,7 +411,7 @@ class Impl final : public TripletSeedFinder {
       // refinement of the cut on the compatibility between the r-z slope of
       // the two seed segments using a scattering term scaled by the actual
       // measured pT (p2scatterSigma)
-      float iHelixDiameter2 = B2 / S2;
+      const float iHelixDiameter2 = B2 / S2;
       // convert p(T) to p scaling by sin^2(theta) AND scale by 1/sin^4(theta)
       // from rad to deltaCotTheta
       float p2scatterSigma = iHelixDiameter2 * sigmaSquaredPtDependent;
@@ -433,7 +436,7 @@ class Impl final : public TripletSeedFinder {
       // A and B allow calculation of impact params in U/V plane with linear
       // function
       // (in contrast to having to solve a quadratic function in x/y plane)
-      float im = std::abs((A - B * rMxy) * rMxy);
+      const float im = std::abs((A - B * rMxy) * rMxy);
       if (im > m_cfg.impactMax) {
         continue;
       }
diff --git a/Core/src/Seeding2/TripletSeeder.cpp b/Core/src/Seeding2/TripletSeeder.cpp
index 99beda50cc8..84b2eeb212f 100644
--- a/Core/src/Seeding2/TripletSeeder.cpp
+++ b/Core/src/Seeding2/TripletSeeder.cpp
@@ -165,7 +165,7 @@ void TripletSeeder::createSeedsFromGroups(
     for (auto& bottomSpGroup : bottomSpGroups) {
       // Find the first bottom space point that is within the deltaRMax of the
       // first middle space point.
-      auto low = std::ranges::lower_bound(
+      const auto low = std::ranges::lower_bound(
           bottomSpGroup, firstMiddleSpR - bottomFinder.config().deltaRMax, {},
           [&](const ConstSpacePointProxy2& sp) { return sp.zr()[1]; });
       bottomSpGroup = bottomSpGroup.subrange(low - bottomSpGroup.begin());
@@ -174,7 +174,7 @@ void TripletSeeder::createSeedsFromGroups(
     for (auto& topSpGroup : topSpGroups) {
       // Find the first top space point that is within the deltaRMin of the
       // first middle space point.
-      auto low = std::ranges::lower_bound(
+      const auto low = std::ranges::lower_bound(
           topSpGroup, firstMiddleSpR + topFinder.config().deltaRMin, {},
           [&](const ConstSpacePointProxy2& sp) { return sp.zr()[1]; });
       topSpGroup = topSpGroup.subrange(low - topSpGroup.begin());

From 19166744c88bd8c57b74ace351e6fa3ec227784f Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Wed, 27 Aug 2025 09:19:27 +0200
Subject: [PATCH 30/56] docs: Add some missing docs to `Seeding2` (#4580)

---
 .../Acts/Seeding2/BroadTripletSeedFilter.hpp  | 34 ++++++++++++-
 .../Acts/Seeding2/DoubletSeedFinder.hpp       | 32 ++++++++++--
 .../Acts/Seeding2/ITripletSeedCuts.hpp        | 50 -------------------
 .../Acts/Seeding2/ITripletSeedFilter.hpp      |  4 ++
 .../Acts/Seeding2/TripletSeedFinder.hpp       | 23 +++++++--
 Core/include/Acts/Seeding2/TripletSeeder.hpp  |  4 ++
 Core/src/Seeding2/BroadTripletSeedFilter.cpp  |  1 -
 7 files changed, 88 insertions(+), 60 deletions(-)
 delete mode 100644 Core/include/Acts/Seeding2/ITripletSeedCuts.hpp

diff --git a/Core/include/Acts/Seeding2/BroadTripletSeedFilter.hpp b/Core/include/Acts/Seeding2/BroadTripletSeedFilter.hpp
index f9d80c03ec4..fcf12c7b542 100644
--- a/Core/include/Acts/Seeding2/BroadTripletSeedFilter.hpp
+++ b/Core/include/Acts/Seeding2/BroadTripletSeedFilter.hpp
@@ -23,7 +23,39 @@
 
 namespace Acts::Experimental {
 
-class ITripletSeedCuts;
+/// @c ITripletSeedCuts can be used to increase or decrease seed weights
+/// based on the space points used in a seed. Seed weights are also
+/// influenced by the SeedFilter default implementation. This tool is also used
+/// to decide if a seed passes a seed weight cut. As the weight is stored in
+/// seeds, there are two distinct methods.
+class ITripletSeedCuts {
+ public:
+  virtual ~ITripletSeedCuts() = default;
+
+  /// Returns seed weight bonus/malus depending on detector considerations.
+  /// @param bottom bottom space point of the current seed
+  /// @param middle middle space point of the current seed
+  /// @param top top space point of the current seed
+  /// @return seed weight to be added to the seed's weight
+  virtual float seedWeight(const ConstSpacePointProxy2& bottom,
+                           const ConstSpacePointProxy2& middle,
+                           const ConstSpacePointProxy2& top) const = 0;
+
+  /// @param weight the current seed weight
+  /// @param bottom bottom space point of the current seed
+  /// @param middle middle space point of the current seed
+  /// @param top top space point of the current seed
+  /// @return true if the seed should be kept, false if the seed should be
+  /// discarded
+  virtual bool singleSeedCut(float weight, const ConstSpacePointProxy2& bottom,
+                             const ConstSpacePointProxy2& middle,
+                             const ConstSpacePointProxy2& top) const = 0;
+
+  /// @param seedCandidates contains collection of seed candidates created for one middle
+  /// space point in a std::tuple format
+  virtual void cutPerMiddleSp(
+      std::span<TripletCandidate2>& seedCandidates) const = 0;
+};
 
 /// @brief Triplet seed filter used in the triplet seeding algorithm
 ///
diff --git a/Core/include/Acts/Seeding2/DoubletSeedFinder.hpp b/Core/include/Acts/Seeding2/DoubletSeedFinder.hpp
index 2fc8c0bca78..af775f67886 100644
--- a/Core/include/Acts/Seeding2/DoubletSeedFinder.hpp
+++ b/Core/include/Acts/Seeding2/DoubletSeedFinder.hpp
@@ -11,12 +11,17 @@
 #include "Acts/Definitions/Direction.hpp"
 #include "Acts/Definitions/Units.hpp"
 #include "Acts/EventData/SpacePointContainer2.hpp"
+#include "Acts/Utilities/Delegate.hpp"
 
 #include <cstdint>
 #include <vector>
 
 namespace Acts::Experimental {
 
+/// Container for doublets found by the doublet seed finder.
+///
+/// This implementation uses partial AoS/SoA depending on the access pattern in
+/// the doublet finding process.
 class DoubletsForMiddleSp {
  public:
   using Index = std::uint32_t;
@@ -93,6 +98,8 @@ class DoubletsForMiddleSp {
     const DoubletsForMiddleSp* m_container{};
     Index m_index{};
   };
+  /// Same as `Proxy` but also contains `cotTheta`. This is useful after sorting
+  /// doublets by `cotTheta` to avoid indirect access.
   class Proxy2 : public Proxy {
    public:
     Proxy2(const DoubletsForMiddleSp* container,
@@ -175,8 +182,18 @@ struct MiddleSpInfo {
   float sinPhiM{};
 };
 
+/// Interface and a collection of standard implementations for a doublet seed
+/// finder. Given a starting space point and a collection of candidates, it
+/// finds all doublets that satisfy the selection criteria. For the standard
+/// implementations the criteria are given by interaction point cuts.
+///
+/// @note The standard implementations rely on virtual function dispatch which
+/// did not turn out to affect the performance after measurement.
 class DoubletSeedFinder {
  public:
+  /// Collection of configuration parameters for the doublet seed finder. This
+  /// includes doublet cuts, steering switches, and assumptions about the space
+  /// points.
   struct Config {
     /// Whether the input space points are sorted by radius
     bool spacePointsSortedByRadius = false;
@@ -221,13 +238,16 @@ class DoubletSeedFinder {
     /// helix. This is useful for e.g. misaligned seeding.
     float helixCutTolerance = 1;
 
+    using ExperimentCuts =
+        Delegate<bool(const ConstSpacePointProxy2& /*middle*/,
+                      const ConstSpacePointProxy2& /*other*/,
+                      float /*cotTheta*/, bool /*isBottomCandidate*/)>;
+
     /// Delegate to apply experiment specific cuts during doublet finding
-    Delegate<bool(const ConstSpacePointProxy2& /*middle*/,
-                  const ConstSpacePointProxy2& /*other*/, float /*cotTheta*/,
-                  bool /*isBottomCandidate*/)>
-        experimentCuts;
+    ExperimentCuts experimentCuts;
   };
 
+  /// Derived configuration for the doublet seed finder using a magnetic field.
   struct DerivedConfig : public Config {
     DerivedConfig(const Config& config, float bFieldInZ);
 
@@ -235,12 +255,16 @@ class DoubletSeedFinder {
     float minHelixDiameter2 = std::numeric_limits<float>::quiet_NaN();
   };
 
+  /// Computes additional quantities from the middle space point which can be
+  /// reused during doublet finding.
   static MiddleSpInfo computeMiddleSpInfo(const ConstSpacePointProxy2& spM);
 
+  /// Creates a new doublet seed finder instance given the configuration.
   static std::unique_ptr<DoubletSeedFinder> create(const DerivedConfig& config);
 
   virtual ~DoubletSeedFinder() = default;
 
+  /// Returns the configuration of the doublet seed finder.
   virtual const DerivedConfig& config() const = 0;
 
   /// Creates compatible dublets by applying a series of cuts that can be
diff --git a/Core/include/Acts/Seeding2/ITripletSeedCuts.hpp b/Core/include/Acts/Seeding2/ITripletSeedCuts.hpp
deleted file mode 100644
index b86bd4a6030..00000000000
--- a/Core/include/Acts/Seeding2/ITripletSeedCuts.hpp
+++ /dev/null
@@ -1,50 +0,0 @@
-// This file is part of the ACTS project.
-//
-// Copyright (C) 2016 CERN for the benefit of the ACTS project
-//
-// This Source Code Form is subject to the terms of the Mozilla Public
-// License, v. 2.0. If a copy of the MPL was not distributed with this
-// file, You can obtain one at https://mozilla.org/MPL/2.0/.
-
-#pragma once
-
-#include "Acts/EventData/SpacePointContainer2.hpp"
-#include "Acts/Seeding2/detail/CandidatesForMiddleSp2.hpp"
-
-namespace Acts::Experimental {
-
-/// @c ITripletSeedCuts can be used to increase or decrease seed weights
-/// based on the space points used in a seed. Seed weights are also
-/// influenced by the SeedFilter default implementation. This tool is also used
-/// to decide if a seed passes a seed weight cut. As the weight is stored in
-/// seeds, there are two distinct methods.
-class ITripletSeedCuts {
- public:
-  virtual ~ITripletSeedCuts() = default;
-
-  /// Returns seed weight bonus/malus depending on detector considerations.
-  /// @param bottom bottom space point of the current seed
-  /// @param middle middle space point of the current seed
-  /// @param top top space point of the current seed
-  /// @return seed weight to be added to the seed's weight
-  virtual float seedWeight(const ConstSpacePointProxy2& bottom,
-                           const ConstSpacePointProxy2& middle,
-                           const ConstSpacePointProxy2& top) const = 0;
-
-  /// @param weight the current seed weight
-  /// @param bottom bottom space point of the current seed
-  /// @param middle middle space point of the current seed
-  /// @param top top space point of the current seed
-  /// @return true if the seed should be kept, false if the seed should be
-  /// discarded
-  virtual bool singleSeedCut(float weight, const ConstSpacePointProxy2& bottom,
-                             const ConstSpacePointProxy2& middle,
-                             const ConstSpacePointProxy2& top) const = 0;
-
-  /// @param seedCandidates contains collection of seed candidates created for one middle
-  /// space point in a std::tuple format
-  virtual void cutPerMiddleSp(
-      std::span<TripletCandidate2>& seedCandidates) const = 0;
-};
-
-}  // namespace Acts::Experimental
diff --git a/Core/include/Acts/Seeding2/ITripletSeedFilter.hpp b/Core/include/Acts/Seeding2/ITripletSeedFilter.hpp
index 5794a07ac4f..32c766a741f 100644
--- a/Core/include/Acts/Seeding2/ITripletSeedFilter.hpp
+++ b/Core/include/Acts/Seeding2/ITripletSeedFilter.hpp
@@ -15,6 +15,10 @@
 
 namespace Acts::Experimental {
 
+/// Interface for triplet seed filtering.
+///
+/// The filter is expected to be stateful and maintain internal information
+/// across calls.
 class ITripletSeedFilter {
  public:
   virtual ~ITripletSeedFilter() = default;
diff --git a/Core/include/Acts/Seeding2/TripletSeedFinder.hpp b/Core/include/Acts/Seeding2/TripletSeedFinder.hpp
index fd48a715fde..dd7d15d0fad 100644
--- a/Core/include/Acts/Seeding2/TripletSeedFinder.hpp
+++ b/Core/include/Acts/Seeding2/TripletSeedFinder.hpp
@@ -17,6 +17,10 @@
 
 namespace Acts::Experimental {
 
+/// Container for triplet candidates found by the triplet seed finder.
+///
+/// This implementation uses partial AoS/SoA depending on the access pattern in
+/// the triplet finding process.
 class TripletTopCandidates {
  public:
   using Index = std::uint32_t;
@@ -84,13 +88,21 @@ class TripletTopCandidates {
   std::vector<float> m_impactParameters;
 };
 
+/// Interface and a collection of standard implementations for a triplet seed
+/// finder.
+///
+/// @note The standard implementations rely on virtual function dispatch which
+/// did not turn out to affect the performance after measurement.
 class TripletSeedFinder {
  public:
+  /// Collection of configuration parameters for the triplet seed finder. This
+  /// includes triplet cuts, steering switches, and assumptions about the space
+  /// points.
   struct Config {
-    /// Delegates for accessors to detailed information on double measurement
-    /// that produced the space point. This is mainly referring to space points
-    /// produced when combining measurement from strips on back-to-back modules.
-    /// Enables setting of the following delegates.
+    /// Delegates for accessors to detailed information on double strip
+    /// measurement that produced the space point. This is mainly referring to
+    /// space points produced when combining measurement from strips on
+    /// back-to-back modules. Enables setting of the following delegates.
     bool useStripInfo = false;
 
     /// Whether the input doublets are sorted by cotTheta
@@ -123,6 +135,7 @@ class TripletSeedFinder {
     float toleranceParam = 1.1 * UnitConstants::mm;
   };
 
+  /// Derived configuration for the triplet seed finder using a magnetic field.
   struct DerivedConfig : public Config {
     DerivedConfig(const Config& config, float bFieldInZ);
 
@@ -134,10 +147,12 @@ class TripletSeedFinder {
     float multipleScattering2 = std::numeric_limits<float>::quiet_NaN();
   };
 
+  /// Creates a new triplet seed finder instance given the configuration.
   static std::unique_ptr<TripletSeedFinder> create(const DerivedConfig& config);
 
   virtual ~TripletSeedFinder() = default;
 
+  /// Returns the configuration of the triplet seed finder.
   virtual const DerivedConfig& config() const = 0;
 
   /// Create triplets from the bottom, middle, and top space points.
diff --git a/Core/include/Acts/Seeding2/TripletSeeder.hpp b/Core/include/Acts/Seeding2/TripletSeeder.hpp
index fc34182cfcb..5c989643027 100644
--- a/Core/include/Acts/Seeding2/TripletSeeder.hpp
+++ b/Core/include/Acts/Seeding2/TripletSeeder.hpp
@@ -19,8 +19,12 @@
 
 namespace Acts::Experimental {
 
+/// Full triplet seeder which depends on a doublet and triplet seed finder, and
+/// a triplet seed filter.
 class TripletSeeder {
  public:
+  /// Cache for storing intermediate results during triplet seeding to avoid
+  /// reallocation.
   struct Cache {
     DoubletsForMiddleSp bottomDoublets;
     DoubletsForMiddleSp topDoublets;
diff --git a/Core/src/Seeding2/BroadTripletSeedFilter.cpp b/Core/src/Seeding2/BroadTripletSeedFilter.cpp
index d1e4df26a82..1ca07d81fa3 100644
--- a/Core/src/Seeding2/BroadTripletSeedFilter.cpp
+++ b/Core/src/Seeding2/BroadTripletSeedFilter.cpp
@@ -10,7 +10,6 @@
 
 #include "Acts/EventData/SpacePointContainer2.hpp"
 #include "Acts/EventData/Types.hpp"
-#include "Acts/Seeding2/ITripletSeedCuts.hpp"
 #include "Acts/Seeding2/TripletSeedFinder.hpp"
 #include "Acts/Utilities/MathHelpers.hpp"
 

From 4961955536a57ba0756a937607c9eda5b82fbffa Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Wed, 27 Aug 2025 11:42:43 +0300
Subject: [PATCH 31/56] feat: Add a type dispatcher utility (#4569)

`TypeDispatcher` is a template class that enables runtime dispatch of functions based on object types in an inheritance hierarchy. It allows registering function pointers for specific derived types and automatically calls the appropriate function based on the runtime type of the object, eliminating the need for virtual functions.

```cpp
// Base class hierarchy
class Shape { public: virtual ~Shape() = default; };
class Circle : public Shape { public: double radius = 5.0; };
class Square : public Shape { public: double side = 4.0; };

// Functions for each type
std::string processCircle(const Circle& c) {
    return "Circle area: " + std::to_string(3.14 * c.radius * c.radius);
}

std::string processSquare(const Square& s) {
    return "Square area: " + std::to_string(s.side * s.side);
}

// Register functions via constructor (types auto-detected)
TypeDispatcher<Shape, std::string()> dispatcher(processCircle, processSquare);

// Or register individually
TypeDispatcher<Shape, std::string()> dispatcher2;
dispatcher2.registerFunction(processCircle);  // Circle type auto-detected
dispatcher2.registerFunction(processSquare);  // Square type auto-detected

// Usage
Circle circle;
Square square;

std::cout << dispatcher(circle) << std::endl;  // "Circle area: 78.5"
std::cout << dispatcher(square) << std::endl;  // "Square area: 16"

// Unregistered types throw std::runtime_error
Triangle triangle;
dispatcher(triangle);  // throws: "No function registered for type: Triangle"
```

I'm going to use this for the detray conversion.
---
 .../include/Acts/Utilities/TypeDispatcher.hpp | 192 ++++++++
 Tests/UnitTests/Core/Utilities/CMakeLists.txt |   1 +
 .../Core/Utilities/TypeDispatcherTests.cpp    | 461 ++++++++++++++++++
 3 files changed, 654 insertions(+)
 create mode 100644 Core/include/Acts/Utilities/TypeDispatcher.hpp
 create mode 100644 Tests/UnitTests/Core/Utilities/TypeDispatcherTests.cpp

diff --git a/Core/include/Acts/Utilities/TypeDispatcher.hpp b/Core/include/Acts/Utilities/TypeDispatcher.hpp
new file mode 100644
index 00000000000..e6fd0948b3d
--- /dev/null
+++ b/Core/include/Acts/Utilities/TypeDispatcher.hpp
@@ -0,0 +1,192 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#pragma once
+
+#include <format>
+#include <functional>
+#include <type_traits>
+#include <typeindex>
+#include <typeinfo>
+#include <unordered_map>
+#include <vector>
+
+#include <boost/core/demangle.hpp>
+
+namespace Acts {
+
+/// Template class for type-based function dispatch
+///
+/// This class allows registering function pointers associated with specific
+/// derived types of a base class. When invoked with a base class reference,
+/// it will look up and call the appropriate registered function.
+///
+/// @tparam base_t The base class type that will be the first parameter
+/// @tparam signature_t The function signature (e.g., return_t(Args...))
+template <typename base_t, typename signature_t>
+class TypeDispatcher;
+
+template <typename base_t, typename return_t, typename... args_t>
+class TypeDispatcher<base_t, return_t(args_t...)> {
+ public:
+  // Type aliases for frequently used template parameters
+  using base_type = base_t;
+  using return_type = return_t;
+  using self_type = TypeDispatcher<base_type, return_type(args_t...)>;
+
+  using function_signature = return_t(const base_t&, args_t...);
+  using function_type = std::function<function_signature>;
+
+  /// Default constructor
+  TypeDispatcher() = default;
+
+  /// Constructor that registers multiple function pointers with auto-detected
+  /// types
+  template <typename... derived_types_t>
+  explicit TypeDispatcher(return_t (*... funcs)(const derived_types_t&,
+                                                args_t...))
+    requires(std::is_base_of_v<base_t, derived_types_t> && ...)
+  {
+    (registerFunction(funcs),
+     ...);  // Fold expression to register each function
+  }
+
+  /// Register a free function with explicit derived type
+  /// @tparam derived_t The derived type to associate the function with
+  /// @param func The function pointer
+  template <typename derived_t>
+    requires std::is_base_of_v<base_t, derived_t>
+  self_type& registerFunction(return_t (*func)(const derived_t&, args_t...)) {
+    std::type_index typeIdx(typeid(derived_t));
+
+    // Check if this exact type is already registered
+    if (m_functions.find(typeIdx) != m_functions.end()) {
+      throw std::runtime_error(
+          std::format("Function already registered for type: {}",
+                      boost::core::demangle(typeIdx.name())));
+    }
+
+    // Try to detect conflicts with existing registrations if the type is
+    // default constructible
+    if constexpr (std::is_default_constructible_v<derived_t>) {
+      derived_t tempObj{};
+      for (const auto& [existingTypeIdx, checker] : m_castCheckers) {
+        if (checker(tempObj)) {
+          throw std::runtime_error(
+              std::format("Registration conflict: type {} would be handled by "
+                          "existing function registered for type: {}",
+                          boost::core::demangle(typeIdx.name()),
+                          boost::core::demangle(existingTypeIdx.name())));
+        }
+      }
+    }
+
+    // Store a cast checker that tests if dynamic_cast<derived_t*> will work
+    m_castCheckers[typeIdx] = [](const base_t& obj) -> bool {
+      const auto* derived = dynamic_cast<const derived_t*>(&obj);
+      return derived != nullptr;
+    };
+
+    // Wrap the function in a lambda that performs the dynamic cast
+    m_functions[typeIdx] = [func](const base_t& base,
+                                  args_t... args) -> return_t {
+      const auto* derived = dynamic_cast<const derived_t*>(&base);
+      if (derived == nullptr) {
+        throw std::bad_cast();
+      }
+      return func(*derived, std::forward<args_t>(args)...);
+    };
+
+    return *this;
+  }
+
+  /// Call the registered function for the given object's type
+  /// @param obj The object to dispatch on
+  /// @param args Additional arguments to pass to the function
+  /// @return The return value from the registered function
+  return_t operator()(const base_t& obj, args_t... args) const {
+    std::vector<std::type_index> compatibleTypes;
+
+    // Find all registered functions that can handle this object type
+    for (const auto& [registeredTypeIdx, checker] : m_castCheckers) {
+      if (checker(obj)) {
+        compatibleTypes.push_back(registeredTypeIdx);
+      }
+    }
+
+    if (compatibleTypes.empty()) {
+      throw std::runtime_error(
+          std::format("No function registered for type: {}",
+                      boost::core::demangle(typeid(obj).name())));
+    }
+
+    if (compatibleTypes.size() > 1) {
+      std::string typeNames;
+      for (std::size_t i = 0; i < compatibleTypes.size(); ++i) {
+        if (i > 0) {
+          typeNames += ", ";
+        }
+        typeNames += boost::core::demangle(compatibleTypes[i].name());
+      }
+      throw std::runtime_error(
+          std::format("Ambiguous dispatch for type {}: multiple functions can "
+                      "handle it: {}",
+                      boost::core::demangle(typeid(obj).name()), typeNames));
+    }
+
+    // Exactly one compatible function found
+    auto funcIt = m_functions.find(compatibleTypes[0]);
+    if (funcIt != m_functions.end()) {
+      return funcIt->second(obj, std::forward<args_t>(args)...);
+    }
+
+    // This should never happen if our data structures are consistent
+    throw std::runtime_error(
+        "Internal error: function not found for compatible type");
+  }
+
+  /// Check if a function is registered for the given object's type
+  /// @param obj The object to check
+  /// @return true if a function is registered, false otherwise
+  bool hasFunction(const base_t& obj) const {
+    // Find all registered functions that can handle this object type
+    for (const auto& [registeredTypeIdx, checker] : m_castCheckers) {
+      if (checker(obj)) {
+        return true;
+      }
+    }
+    return false;
+  }
+
+  /// Check if a function is registered for the given type
+  /// @tparam derived_t The type to check
+  /// @return true if a function is registered, false otherwise
+  template <typename derived_t>
+    requires std::is_base_of_v<base_t, derived_t>
+  bool hasFunction() const {
+    std::type_index typeIdx(typeid(derived_t));
+    return m_functions.find(typeIdx) != m_functions.end();
+  }
+
+  /// Clear all registered functions
+  void clear() {
+    m_functions.clear();
+    m_castCheckers.clear();
+  }
+
+  /// Get the number of registered functions
+  std::size_t size() const { return m_functions.size(); }
+
+ private:
+  using cast_checker_type = std::function<bool(const base_t&)>;
+
+  std::unordered_map<std::type_index, function_type> m_functions;
+  std::unordered_map<std::type_index, cast_checker_type> m_castCheckers;
+};
+
+}  // namespace Acts
diff --git a/Tests/UnitTests/Core/Utilities/CMakeLists.txt b/Tests/UnitTests/Core/Utilities/CMakeLists.txt
index b6398a8e4cd..d3f5363930f 100644
--- a/Tests/UnitTests/Core/Utilities/CMakeLists.txt
+++ b/Tests/UnitTests/Core/Utilities/CMakeLists.txt
@@ -68,3 +68,4 @@ add_unittest(ContextType ContextTypeTests.cpp)
 add_unittest(AnyGridView AnyGridViewTests.cpp)
 add_unittest(TransformComparator TransformComparatorTests.cpp)
 add_unittest(Table TableTests.cpp)
+add_unittest(TypeDispatcher TypeDispatcherTests.cpp)
diff --git a/Tests/UnitTests/Core/Utilities/TypeDispatcherTests.cpp b/Tests/UnitTests/Core/Utilities/TypeDispatcherTests.cpp
new file mode 100644
index 00000000000..39563d15c98
--- /dev/null
+++ b/Tests/UnitTests/Core/Utilities/TypeDispatcherTests.cpp
@@ -0,0 +1,461 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#include <boost/test/unit_test.hpp>
+
+#include "Acts/Utilities/TypeDispatcher.hpp"
+
+#include <memory>
+#include <string>
+
+namespace Acts::Test {
+
+// Test hierarchy
+class BaseClass {
+ public:
+  virtual ~BaseClass() = default;
+  virtual std::string getType() const = 0;
+};
+
+class DerivedA : public BaseClass {
+ public:
+  std::string getType() const override { return "DerivedA"; }
+  int getValue() const { return 42; }
+};
+
+class DerivedB : public BaseClass {
+ public:
+  std::string getType() const override { return "DerivedB"; }
+  double getValue() const { return 3.14; }
+};
+
+class DerivedC : public BaseClass {
+ public:
+  std::string getType() const override { return "DerivedC"; }
+};
+
+// Extended hierarchy for inheritance testing
+class DerivedAA : public DerivedA {
+ public:
+  std::string getType() const override { return "DerivedAA"; }
+  std::string getExtraInfo() const { return "extra"; }
+};
+
+class DerivedAAA : public DerivedAA {
+ public:
+  std::string getType() const override { return "DerivedAAA"; }
+};
+
+// Test functions
+std::string processA(const DerivedA& obj, const std::string& prefix) {
+  return prefix + "A:" + std::to_string(obj.getValue());
+}
+
+std::string processB(const DerivedB& obj, const std::string& prefix) {
+  return prefix + "B:" + std::to_string(obj.getValue());
+}
+
+BOOST_AUTO_TEST_SUITE(TypeDispatcherTests)
+
+BOOST_AUTO_TEST_CASE(RegisterAndCallFunctions) {
+  TypeDispatcher<BaseClass, std::string(const std::string&)> dispatcher;
+  dispatcher.registerFunction(processA);  // Auto-detected as DerivedA
+  dispatcher.registerFunction(processB);  // Auto-detected as DerivedB
+
+  DerivedA objA;
+  DerivedB objB;
+
+  BOOST_CHECK_EQUAL(dispatcher(objA, "test_"), "test_A:42");
+  BOOST_CHECK_EQUAL(dispatcher(objB, "test_"), "test_B:3.140000");
+}
+
+BOOST_AUTO_TEST_CASE(AutoDetectedFunctionRegistration) {
+  TypeDispatcher<BaseClass, std::string(const std::string&)> dispatcher;
+
+  // Auto-detection: no need for explicit template parameters!
+  dispatcher.registerFunction(processA);  // Type auto-detected as DerivedA
+  dispatcher.registerFunction(processB);  // Type auto-detected as DerivedB
+
+  DerivedA objA;
+  DerivedB objB;
+
+  BOOST_CHECK_EQUAL(dispatcher(objA, "auto_"), "auto_A:42");
+  BOOST_CHECK_EQUAL(dispatcher(objB, "auto_"), "auto_B:3.140000");
+}
+
+BOOST_AUTO_TEST_CASE(ExplicitTemplateParameterRegistration) {
+  TypeDispatcher<BaseClass, std::string(const std::string&)> dispatcher;
+
+  // Explicit template parameters can still be used if needed
+  dispatcher.registerFunction<DerivedA>(processA);
+  dispatcher.registerFunction<DerivedB>(processB);
+
+  DerivedA objA;
+  DerivedB objB;
+
+  BOOST_CHECK_EQUAL(dispatcher(objA, "explicit_"), "explicit_A:42");
+  BOOST_CHECK_EQUAL(dispatcher(objB, "explicit_"), "explicit_B:3.140000");
+}
+
+BOOST_AUTO_TEST_CASE(HasFunctionCheck) {
+  TypeDispatcher<BaseClass, std::string(const std::string&)> dispatcher;
+  dispatcher.registerFunction(processA);  // Auto-detected as DerivedA
+  dispatcher.registerFunction(processB);  // Auto-detected as DerivedB
+
+  DerivedA objA;
+  DerivedB objB;
+  DerivedC objC;
+
+  BOOST_CHECK(dispatcher.hasFunction(objA));
+  BOOST_CHECK(dispatcher.hasFunction(objB));
+  BOOST_CHECK(!dispatcher.hasFunction(objC));
+
+  BOOST_CHECK(dispatcher.hasFunction<DerivedA>());
+  BOOST_CHECK(dispatcher.hasFunction<DerivedB>());
+  BOOST_CHECK(!dispatcher.hasFunction<DerivedC>());
+}
+
+BOOST_AUTO_TEST_CASE(UnregisteredTypeThrows) {
+  TypeDispatcher<BaseClass, std::string(const std::string&)> dispatcher;
+  dispatcher.registerFunction(processA);  // Auto-detected as DerivedA
+  dispatcher.registerFunction(processB);  // Auto-detected as DerivedB
+
+  DerivedC objC;
+
+  BOOST_CHECK_THROW(dispatcher(objC, "test_"), std::runtime_error);
+}
+
+BOOST_AUTO_TEST_CASE(ClearAndSize) {
+  TypeDispatcher<BaseClass, std::string(const std::string&)> dispatcher;
+  dispatcher.registerFunction(processA);  // Auto-detected as DerivedA
+  dispatcher.registerFunction(processB);  // Auto-detected as DerivedB
+
+  BOOST_CHECK_EQUAL(dispatcher.size(), 2u);
+
+  dispatcher.clear();
+  BOOST_CHECK_EQUAL(dispatcher.size(), 0u);
+
+  DerivedA objA;
+  BOOST_CHECK(!dispatcher.hasFunction(objA));
+}
+
+BOOST_AUTO_TEST_CASE(PolymorphicDispatch) {
+  TypeDispatcher<BaseClass, std::string(const std::string&)> dispatcher;
+  dispatcher.registerFunction(processA);  // Auto-detected as DerivedA
+  dispatcher.registerFunction(processB);  // Auto-detected as DerivedB
+
+  std::unique_ptr<BaseClass> objA = std::make_unique<DerivedA>();
+  std::unique_ptr<BaseClass> objB = std::make_unique<DerivedB>();
+
+  BOOST_CHECK_EQUAL(dispatcher(*objA, "poly_"), "poly_A:42");
+  BOOST_CHECK_EQUAL(dispatcher(*objB, "poly_"), "poly_B:3.140000");
+}
+
+// Test function for multiple arguments
+std::string processMultiArg(const DerivedA& obj, int i, double d,
+                            const std::string& s) {
+  return std::format("A:{}:{}:{:.6f}:{}", obj.getValue(), i, d, s);
+}
+
+BOOST_AUTO_TEST_CASE(MultipleArguments) {
+  TypeDispatcher<BaseClass, std::string(int, double, const std::string&)>
+      multiArgDispatcher;
+
+  multiArgDispatcher.registerFunction(processMultiArg);
+
+  DerivedA objA;
+  BOOST_CHECK_EQUAL(multiArgDispatcher(objA, 10, 2.5, "hello"),
+                    "A:42:10:2.500000:hello");
+}
+
+// Test function for void return type
+void processVoid(const DerivedA& obj, std::string& result) {
+  result = "Modified by A: " + std::to_string(obj.getValue());
+}
+
+BOOST_AUTO_TEST_CASE(VoidReturnType) {
+  TypeDispatcher<BaseClass, void(std::string&)> voidDispatcher;
+
+  voidDispatcher.registerFunction(processVoid);
+
+  DerivedA objA;
+  std::string result;
+  voidDispatcher(objA, result);
+  BOOST_CHECK_EQUAL(result, "Modified by A: 42");
+}
+
+// Test function for error message testing
+std::string processErrorTest(const DerivedA& /*arg*/) {
+  return std::string("A");
+}
+
+BOOST_AUTO_TEST_CASE(ImprovedErrorMessages) {
+  TypeDispatcher<BaseClass, std::string()> dispatcher;
+
+  // Register a function for DerivedA but try to call with DerivedC
+  dispatcher.registerFunction(processErrorTest);
+
+  DerivedC objC;
+  try {
+    dispatcher(objC);
+    BOOST_FAIL("Expected std::runtime_error to be thrown");
+  } catch (const std::runtime_error& e) {
+    std::string message = e.what();
+    // Check that the error message contains demangled type name
+    BOOST_CHECK(message.find("No function registered for type:") !=
+                std::string::npos);
+    // The actual demangled name will depend on the compiler, but it should be
+    // readable (not mangled like "N4Acts4Test8DerivedCE")
+    BOOST_CHECK(message.find("DerivedC") != std::string::npos);
+  }
+}
+
+BOOST_AUTO_TEST_CASE(InheritanceTreeHandling) {
+  // Test objects at different levels of the hierarchy
+  DerivedA objA;      // Level 1: inherits from BaseClass
+  DerivedAA objAA;    // Level 2: inherits from DerivedA
+  DerivedAAA objAAA;  // Level 3: inherits from DerivedAA -> DerivedA
+  DerivedC objC;      // Different branch, inherits from BaseClass
+
+  // Test functions for inheritance scenarios
+  auto handleDerivedA = [](const DerivedA&) -> std::string {
+    return "handled by DerivedA function";
+  };
+  std::string (*funcA)(const DerivedA&) = handleDerivedA;
+
+  // Scenario 1: Register only for intermediate class DerivedA
+  {
+    TypeDispatcher<BaseClass, std::string()> dispatcher;
+
+    dispatcher.registerFunction(funcA);
+
+    // All objects that inherit from DerivedA should work
+    BOOST_CHECK_EQUAL(dispatcher(objA), "handled by DerivedA function");
+    BOOST_CHECK_EQUAL(dispatcher(objAA), "handled by DerivedA function");
+    BOOST_CHECK_EQUAL(dispatcher(objAAA), "handled by DerivedA function");
+
+    // Object from different branch should fail
+    BOOST_CHECK_THROW(dispatcher(objC), std::runtime_error);
+  }
+
+  auto handleBaseClass = [](const BaseClass&) -> std::string {
+    return "handled by BaseClass function";
+  };
+  std::string (*funcBase)(const BaseClass&) = handleBaseClass;
+
+  // Scenario 2: Register for base class - handles everything
+  {
+    TypeDispatcher<BaseClass, std::string()> dispatcher;
+
+    dispatcher.registerFunction(funcBase);
+
+    // All objects should work since they all inherit from BaseClass
+    BOOST_CHECK_EQUAL(dispatcher(objA), "handled by BaseClass function");
+    BOOST_CHECK_EQUAL(dispatcher(objAA), "handled by BaseClass function");
+    BOOST_CHECK_EQUAL(dispatcher(objAAA), "handled by BaseClass function");
+    BOOST_CHECK_EQUAL(dispatcher(objC), "handled by BaseClass function");
+  }
+
+  auto handleDerivedAAA = [](const DerivedAAA&) -> std::string {
+    return "handled by DerivedAAA function";
+  };
+  std::string (*funcAAA)(const DerivedAAA&) = handleDerivedAAA;
+
+  // Scenario 3: Register for leaf class - only handles exact type
+  {
+    TypeDispatcher<BaseClass, std::string()> dispatcher;
+
+    dispatcher.registerFunction(funcAAA);
+
+    // Only DerivedAAA should work
+    BOOST_CHECK_THROW(dispatcher(objA), std::runtime_error);
+    BOOST_CHECK_THROW(dispatcher(objAA), std::runtime_error);
+    BOOST_CHECK_EQUAL(dispatcher(objAAA), "handled by DerivedAAA function");
+    BOOST_CHECK_THROW(dispatcher(objC), std::runtime_error);
+  }
+
+  auto handleABranch = [](const DerivedA&) -> std::string {
+    return "A branch";
+  };
+  auto handleCBranch = [](const DerivedC&) -> std::string {
+    return "C branch";
+  };
+  std::string (*funcABranch)(const DerivedA&) = handleABranch;
+  std::string (*funcCBranch)(const DerivedC&) = handleCBranch;
+
+  // Scenario 4: Register for multiple branches - each handles its subtree
+  {
+    TypeDispatcher<BaseClass, std::string()> dispatcher;
+
+    dispatcher.registerFunction(funcABranch);
+    dispatcher.registerFunction(funcCBranch);
+
+    // DerivedA subtree uses A function
+    BOOST_CHECK_EQUAL(dispatcher(objA), "A branch");
+    BOOST_CHECK_EQUAL(dispatcher(objAA), "A branch");
+    BOOST_CHECK_EQUAL(dispatcher(objAAA), "A branch");
+
+    // DerivedC uses C function
+    BOOST_CHECK_EQUAL(dispatcher(objC), "C branch");
+  }
+}
+
+BOOST_AUTO_TEST_CASE(RegistrationTimeConflictDetection) {
+  // Helper functions for testing auto-detection
+  auto lambdaA = [](const DerivedA&) { return std::string("A function"); };
+  auto lambdaAA = [](const DerivedAA&) { return std::string("AA function"); };
+  auto lambdaB = [](const DerivedB&) { return std::string("B function"); };
+
+  std::string (*funcA)(const DerivedA&) = lambdaA;
+  std::string (*funcAA)(const DerivedAA&) = lambdaAA;
+  std::string (*funcB)(const DerivedB&) = lambdaB;
+
+  // Test with auto-detected types using function pointers
+  {
+    TypeDispatcher<BaseClass, std::string()> dispatcher;
+
+    // Register for DerivedA using auto-detection
+    dispatcher.registerFunction(funcA);  // DerivedA auto-detected
+
+    // This should throw because DerivedAA is default constructible and would be
+    // handled by DerivedA
+    BOOST_CHECK_THROW(dispatcher.registerFunction(funcAA), std::runtime_error);
+
+    // But registering for a different branch should work fine
+    BOOST_CHECK_NO_THROW(dispatcher.registerFunction(funcB));
+  }
+}
+
+BOOST_AUTO_TEST_CASE(NonDefaultConstructibleTypes) {
+  // Test with a non-default-constructible type
+  class NonDefaultConstructible : public BaseClass {
+    int value;
+
+   public:
+    explicit NonDefaultConstructible(int v) : value(v) {
+      static_cast<void>(value);
+    }
+    std::string getType() const override { return "NonDefaultConstructible"; }
+  };
+
+  class DerivedFromNonDefault : public NonDefaultConstructible {
+   public:
+    explicit DerivedFromNonDefault(int v) : NonDefaultConstructible(v) {}
+    std::string getType() const override { return "DerivedFromNonDefault"; }
+  };
+
+  // Helper functions for non-default constructible test
+  auto lambdaNonDefault = [](const NonDefaultConstructible&) {
+    return std::string("Non-default function");
+  };
+  auto lambdaDerived = [](const DerivedFromNonDefault&) {
+    return std::string("Derived function");
+  };
+  std::string (*funcNonDefault)(const NonDefaultConstructible&) =
+      lambdaNonDefault;
+  std::string (*funcDerived)(const DerivedFromNonDefault&) = lambdaDerived;
+
+  // Test with auto-detected types using function pointers
+  {
+    TypeDispatcher<BaseClass, std::string()> dispatcher;
+
+    // Register for non-default-constructible type
+    dispatcher.registerFunction(funcNonDefault);
+
+    // Since DerivedFromNonDefault is not default constructible, we can't detect
+    // the conflict at registration time
+    BOOST_CHECK_NO_THROW(dispatcher.registerFunction(funcDerived));
+
+    // But calling with a DerivedFromNonDefault object should detect the
+    // ambiguity at runtime
+    DerivedFromNonDefault obj(42);
+    BOOST_CHECK_THROW(dispatcher(obj), std::runtime_error);
+  }
+}
+
+BOOST_AUTO_TEST_CASE(DuplicateRegistrationPrevention) {
+  // Helper functions for duplicate registration test
+  auto lambda1 = [](const DerivedA&) { return std::string("first"); };
+  auto lambda2 = [](const DerivedA&) { return std::string("second"); };
+  std::string (*func1)(const DerivedA&) = lambda1;
+  std::string (*func2)(const DerivedA&) = lambda2;
+
+  // Test with auto-detected types using function pointers
+  {
+    TypeDispatcher<BaseClass, std::string()> dispatcher;
+
+    // First registration should work
+    dispatcher.registerFunction(func1);  // DerivedA auto-detected
+
+    // Second registration for the same type should throw
+    BOOST_CHECK_THROW(dispatcher.registerFunction(func2), std::runtime_error);
+
+    // Original registration should still work
+    DerivedA objA;
+    BOOST_CHECK_EQUAL(dispatcher(objA), "first");
+  }
+}
+
+BOOST_AUTO_TEST_CASE(ConstructorWithMultipleFunctionPointers) {
+  // Test constructor with multiple function pointers - types auto-detected!
+  TypeDispatcher<BaseClass, std::string(const std::string&)> dispatcher(
+      processA, processB);
+
+  DerivedA objA;
+  DerivedB objB;
+  DerivedC objC;
+
+  // Both functions should be registered and working
+  BOOST_CHECK_EQUAL(dispatcher(objA, "ctor_"), "ctor_A:42");
+  BOOST_CHECK_EQUAL(dispatcher(objB, "ctor_"), "ctor_B:3.140000");
+
+  // Unregistered type should throw
+  BOOST_CHECK_THROW(dispatcher(objC, "ctor_"), std::runtime_error);
+
+  // Verify both functions are registered
+  BOOST_CHECK(dispatcher.hasFunction<DerivedA>());
+  BOOST_CHECK(dispatcher.hasFunction<DerivedB>());
+  BOOST_CHECK(!dispatcher.hasFunction<DerivedC>());
+  BOOST_CHECK_EQUAL(dispatcher.size(), 2u);
+}
+
+BOOST_AUTO_TEST_CASE(ConstructorWithSingleFunction) {
+  // Test constructor with just one function pointer
+  TypeDispatcher<BaseClass, std::string(const std::string&)> dispatcher(
+      processA);
+
+  DerivedA objA;
+  DerivedB objB;
+
+  BOOST_CHECK_EQUAL(dispatcher(objA, "single_"), "single_A:42");
+  BOOST_CHECK_THROW(dispatcher(objB, "single_"), std::runtime_error);
+  BOOST_CHECK_EQUAL(dispatcher.size(), 1u);
+}
+
+BOOST_AUTO_TEST_CASE(ConstructorWithDifferentSignatures) {
+  // Test constructor with functions that have different signatures
+  int (*funcInt)(const DerivedA&) = [](const DerivedA& obj) {
+    return obj.getValue();
+  };
+  int (*funcIntB)(const DerivedB&) = [](const DerivedB& obj) {
+    return static_cast<int>(obj.getValue());
+  };
+
+  TypeDispatcher<BaseClass, int()> intDispatcher(funcInt, funcIntB);
+
+  DerivedA objA;
+  DerivedB objB;
+
+  BOOST_CHECK_EQUAL(intDispatcher(objA), 42);
+  BOOST_CHECK_EQUAL(intDispatcher(objB), 3);  // 3.14 truncated to int
+  BOOST_CHECK_EQUAL(intDispatcher.size(), 2u);
+}
+
+BOOST_AUTO_TEST_SUITE_END()
+
+}  // namespace Acts::Test

From 61b6845ce396f81299d50dffbc1156526743210c Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Wed, 27 Aug 2025 12:06:02 +0200
Subject: [PATCH 32/56] perf: Remove `cotThetaAvg2` check in `SeedFinder`
 (#4537)

This check does not have an equivalent in Athena
---
 Core/include/Acts/Seeding/SeedFinder.ipp   | 2 --
 Examples/Python/tests/root_file_hashes.txt | 2 +-
 2 files changed, 1 insertion(+), 3 deletions(-)

diff --git a/Core/include/Acts/Seeding/SeedFinder.ipp b/Core/include/Acts/Seeding/SeedFinder.ipp
index bf7239a83af..6c7dc059689 100644
--- a/Core/include/Acts/Seeding/SeedFinder.ipp
+++ b/Core/include/Acts/Seeding/SeedFinder.ipp
@@ -676,8 +676,6 @@ SeedFinder<external_spacepoint_t, grid_t, platform_t>::filterCandidates(
         // use arithmetic average
         float averageCotTheta = 0.5f * (cotThetaB + cotThetaT);
         cotThetaAvg2 = averageCotTheta * averageCotTheta;
-      } else if (cotThetaAvg2 <= 0) {
-        continue;
       }
 
       // add errors of spB-spM and spM-spT pairs and add the correlation term
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index 5fc5f023960..1d836edeb45 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -7,7 +7,7 @@ test_seeding__estimatedparams.root: 5875a3f93f2b0925ea401b84b1fa4caba5ea26203674
 test_seeding__performance_seeding.root: 992f9c611d30dde0d3f3ab676bab19ada61ab6a4442828e27b65ec5e5b7a2880
 test_seeding__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c
 test_seeding__particles_simulation.root: d3e2deeb5593f57c444c95829a1f9c4209b235aeec437930a46075e530dcf7e8
-test_hashing_seeding__estimatedparams.root: fc13cd715ec922de2ba34a431b8fa8d3d33490ffbe6f6de6b1440d942f5cacf4
+test_hashing_seeding__estimatedparams.root: e59070a2950e880b17fefd15197274df0919657cdc707f614cf4c189a33baac3
 test_seeding_orthogonal__estimatedparams.root: 085b27a8e6048f6a8edef4f938e4996fce174371301e5c0c405abb001625f702
 test_seeding_orthogonal__performance_seeding.root: 60fbedcf5cb2b37cd8e526251940564432890d3a159d231ed819e915a904682c
 test_seeding_orthogonal__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c

From 7ab28960a3a4d2d02b31dc741d7f9626db85d7d8 Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Wed, 27 Aug 2025 13:35:45 +0200
Subject: [PATCH 33/56] perf: Remove `cotThetaAvg2` check in `Seeding2` (#4538)

This check does not have an equivalent in Athena. Parallel to https://github.com/acts-project/acts/pull/4537
---
 .../performance_fitting_ckf.root              | Bin 213334 -> 213272 bytes
 Core/src/Seeding2/TripletSeedFinder.cpp       |   3 ---
 Examples/Python/tests/root_file_hashes.txt    |   4 ++--
 3 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_fitting_ckf.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_fitting_ckf.root
index 1449aaf6487ddf5a21e4d791ccebe1c824476351..0e19181c0a69fc573c40f9a3b18bb63e71f1f7b0 100644
GIT binary patch
delta 128600
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diff --git a/Core/src/Seeding2/TripletSeedFinder.cpp b/Core/src/Seeding2/TripletSeedFinder.cpp
index eea2384561a..c812d51dfdd 100644
--- a/Core/src/Seeding2/TripletSeedFinder.cpp
+++ b/Core/src/Seeding2/TripletSeedFinder.cpp
@@ -133,9 +133,6 @@ class Impl final : public TripletSeedFinder {
 
       // use geometric average
       const float cotThetaAvg2 = cotThetaB * cotThetaT;
-      if (cotThetaAvg2 <= 0) {
-        continue;
-      }
 
       // add errors of spB-spM and spM-spT pairs and add the correlation term
       // for errors on spM
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index 1d836edeb45..800691580f8 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -41,8 +41,8 @@ test_ckf_tracks_example[generic-truth_estimated]__tracksummary_ckf.root: 3686c64
 test_ckf_tracks_example[generic-truth_estimated]__performance_seeding.root: 1facb05c066221f6361b61f015cdf0918e94d9f3fce2269ec7b6a4dffeb2bc7e
 test_ckf_tracks_example[generic-truth_smeared]__trackstates_ckf.root: 33bb965f0219c4b49a3e50925800dacc4d55ab2d693488ea72abe860a5982757
 test_ckf_tracks_example[generic-truth_smeared]__tracksummary_ckf.root: defaa7bfd03c4a5a9503701dba487484d1642808dbd5b54b74eb741cfc606ae2
-test_ckf_tracks_example[odd-full_seeding]__trackstates_ckf.root: 49fd905941a9d76b66c86e4c4fcd8b8b77ce7a4e74855900568fa668a13a8fa1
-test_ckf_tracks_example[odd-full_seeding]__tracksummary_ckf.root: 97c0675c3dda5db4644cb84cb0fa09b447f39c63354afea68475c75b38e050cb
+test_ckf_tracks_example[odd-full_seeding]__trackstates_ckf.root: 355a06f56d4c08e6cbf7d3cc62ff009ba43b2a044766badf6e542498c5e68bec
+test_ckf_tracks_example[odd-full_seeding]__tracksummary_ckf.root: 6193aada02d81cd1feda3c3016503bd900c0b85f2efa148f40a015b2f49bae5e
 test_ckf_tracks_example[odd-full_seeding]__performance_seeding_trees.root: 43c58577aafe07645e5660c4f43904efadf91d8cda45c5c04c248bbe0f59814f
 test_ckf_tracks_example[odd-truth_estimated]__trackstates_ckf.root: a3d4b11a5c328c10abccc609653d137c34baa35cf9842f906437f8c8efffdacc
 test_ckf_tracks_example[odd-truth_estimated]__tracksummary_ckf.root: 48e7531c3c5d136a629273b693567ed162afeec781efcfc867515aad946a628d

From 27188d40bce55ee347e10ec54adb9bc689ee37cc Mon Sep 17 00:00:00 2001
From: Carlo Varni <75478407+CarloVarni@users.noreply.github.com>
Date: Wed, 27 Aug 2025 15:13:56 +0200
Subject: [PATCH 34/56] refactor: Less allocs during clustering (#4563)

This adds an alternative `createClusters ` method, while keeping the previous version for backward compatibility. The new alternative methods allows the user to provide the cluster collection and a data object that will store the label vector and additional quantities used during the clustering (thus avoiding several allocations).

When using the new alternative method I see an improvement of ~2 % in speed.

We still have a minimum of: 5  + (additional internal resizes of the disjoint set) heap allocations
---
 .../Acts/Clusterization/Clusterization.hpp    |  99 ++++++++++--
 .../Acts/Clusterization/Clusterization.ipp    | 145 ++++++------------
 .../Digitization/src/ModuleClusters.cpp       |  10 +-
 .../Clusterization/ClusterizationTests1D.cpp  |   4 +-
 .../Clusterization/ClusterizationTests2D.cpp  |   4 +-
 .../TimedClusterizationTests.cpp              |  37 +++--
 6 files changed, 173 insertions(+), 126 deletions(-)

diff --git a/Core/include/Acts/Clusterization/Clusterization.hpp b/Core/include/Acts/Clusterization/Clusterization.hpp
index ddd518796b1..ba33caf5df3 100644
--- a/Core/include/Acts/Clusterization/Clusterization.hpp
+++ b/Core/include/Acts/Clusterization/Clusterization.hpp
@@ -11,7 +11,76 @@
 #include <memory>
 #include <vector>
 
+#include <boost/pending/disjoint_sets.hpp>
+
 namespace Acts::Ccl {
+using Label = int;
+constexpr Label NO_LABEL = 0;
+}  // namespace Acts::Ccl
+
+namespace Acts::Ccl {
+// Simple wrapper around boost::disjoint_sets. In theory, could use
+// boost::vector_property_map and use boost::disjoint_sets without
+// wrapping, but it's way slower
+class DisjointSets {
+ public:
+  explicit DisjointSets(std::size_t initial_size = 128)
+      : m_defaultSize(initial_size),
+        m_size(initial_size),
+        m_rank(m_size),
+        m_parent(m_size),
+        m_ds(&m_rank[0], &m_parent[0]) {}
+
+  Acts::Ccl::Label makeSet() {
+    // Empirically, m_size = 128 seems to be good default. If we
+    // exceed this, take a performance hit and do the right thing.
+    while (m_globalId >= m_size) {
+      m_size *= 2;
+      m_rank.resize(m_size);
+      m_parent.resize(m_size);
+      m_ds = boost::disjoint_sets<std::size_t*, std::size_t*>(&m_rank[0],
+                                                              &m_parent[0]);
+    }
+    m_ds.make_set(m_globalId);
+    return static_cast<Acts::Ccl::Label>(m_globalId++);
+  }
+
+  void unionSet(std::size_t x, std::size_t y) { m_ds.union_set(x, y); }
+  Acts::Ccl::Label findSet(std::size_t x) {
+    return static_cast<Acts::Ccl::Label>(m_ds.find_set(x));
+  }
+
+  void clear() {
+    m_size = m_defaultSize;
+    m_rank.clear();
+    m_parent.clear();
+    m_rank.resize(m_size);
+    m_parent.resize(m_size);
+    m_globalId = 1;
+    m_ds = boost::disjoint_sets<std::size_t*, std::size_t*>(&m_rank[0],
+                                                            &m_parent[0]);
+  }
+
+ private:
+  std::size_t m_defaultSize{128};
+  std::size_t m_globalId = 1;
+  std::size_t m_size{m_defaultSize};
+  std::vector<std::size_t> m_rank;
+  std::vector<std::size_t> m_parent;
+  boost::disjoint_sets<std::size_t*, std::size_t*> m_ds;
+};
+
+struct ClusteringData {
+  void clear() {
+    labels.clear();
+    nClusters.clear();
+    ds.clear();
+  }
+
+  std::vector<Acts::Ccl::Label> labels{};
+  std::vector<std::size_t> nClusters{};
+  Acts::Ccl::DisjointSets ds{};
+};
 
 template <typename Cell>
 concept HasRetrievableColumnInfo = requires(Cell cell) {
@@ -33,9 +102,6 @@ concept CanReserve = requires(Cluster cluster, std::size_t n) {
   { clusterReserve(cluster, n) } -> std::same_as<void>;
 };
 
-using Label = int;
-constexpr Label NO_LABEL = 0;
-
 // When looking for a cell connected to a reference cluster, the code
 // always loops backward, starting from the reference cell. Since
 // the cells are globally sorted column-wise, the connection function
@@ -90,15 +156,15 @@ struct DefaultConnect<Cell, 2> : public Connect2D<Cell> {
 /// The `Cell` type must have the following functions defined:
 ///   int  getCellRow(const Cell&),
 ///   int  getCellColumn(const Cell&)
-///   int& getCellLabel(Cell&)
 ///
+/// @param [in] data collection of quantities for clusterization
 /// @param [in] cells the cell collection to be labeled
 /// @param [in] connect the connection type (see DefaultConnect)
 template <typename CellCollection, std::size_t GridDim = 2,
           typename Connect =
               DefaultConnect<typename CellCollection::value_type, GridDim>>
-std::vector<std::size_t> labelClusters(CellCollection& cells,
-                                       Connect&& connect = Connect());
+void labelClusters(Acts::Ccl::ClusteringData& data, CellCollection& cells,
+                   Connect&& connect = Connect());
 
 /// @brief mergeClusters
 ///
@@ -108,10 +174,11 @@ std::vector<std::size_t> labelClusters(CellCollection& cells,
 ///   void clusterAddCell(Cluster&, const Cell&)
 ///
 /// @return nothing
-template <typename CellCollection, typename ClusterCollection,
-          std::size_t GridDim>
-  requires(GridDim == 1 || GridDim == 2)
-ClusterCollection mergeClusters(CellCollection& /*cells*/);
+template <typename CellCollection, typename ClusterCollection>
+  requires(Acts::Ccl::CanAcceptCell<typename CellCollection::value_type,
+                                    typename ClusterCollection::value_type>)
+void mergeClusters(Acts::Ccl::ClusteringData& data, const CellCollection& cells,
+                   ClusterCollection& outv);
 
 /// @brief createClusters
 /// Convenience function which runs both labelClusters and createClusters.
@@ -119,9 +186,21 @@ template <typename CellCollection, typename ClusterCollection,
           std::size_t GridDim = 2,
           typename Connect =
               DefaultConnect<typename CellCollection::value_type, GridDim>>
+[[deprecated]]
 ClusterCollection createClusters(CellCollection& cells,
                                  Connect&& connect = Connect());
 
+/// @brief createClusters
+/// Alternative convenience function which runs both labelClusters and
+/// createClusters.
+template <typename CellCollection, typename ClusterCollection,
+          std::size_t GridDim = 2,
+          typename Connect =
+              DefaultConnect<typename CellCollection::value_type, GridDim>>
+  requires(GridDim == 1 || GridDim == 2)
+void createClusters(Acts::Ccl::ClusteringData& data, CellCollection& cells,
+                    ClusterCollection& clusters, Connect&& connect = Connect());
+
 }  // namespace Acts::Ccl
 
 #include "Acts/Clusterization/Clusterization.ipp"
diff --git a/Core/include/Acts/Clusterization/Clusterization.ipp b/Core/include/Acts/Clusterization/Clusterization.ipp
index 7bda4b702ad..1dffd97611c 100644
--- a/Core/include/Acts/Clusterization/Clusterization.ipp
+++ b/Core/include/Acts/Clusterization/Clusterization.ipp
@@ -15,9 +15,7 @@
 #include <ranges>
 #include <vector>
 
-#include <boost/pending/disjoint_sets.hpp>
-
-namespace Acts::Ccl::internal {
+namespace Acts::Ccl {
 
 template <typename Cluster>
 void reserve(Cluster& /*cl*/, std::size_t /*n*/) {}
@@ -58,42 +56,6 @@ struct Compare<Cell, 2> {
   }
 };
 
-// Simple wrapper around boost::disjoint_sets. In theory, could use
-// boost::vector_property_map and use boost::disjoint_sets without
-// wrapping, but it's way slower
-class DisjointSets {
- public:
-  explicit DisjointSets(std::size_t initial_size = 128)
-      : m_size(initial_size),
-        m_rank(m_size),
-        m_parent(m_size),
-        m_ds(&m_rank[0], &m_parent[0]) {}
-
-  Label makeSet() {
-    // Empirically, m_size = 128 seems to be good default. If we
-    // exceed this, take a performance hit and do the right thing.
-    while (m_globalId >= m_size) {
-      m_size *= 2;
-      m_rank.resize(m_size);
-      m_parent.resize(m_size);
-      m_ds = boost::disjoint_sets<std::size_t*, std::size_t*>(&m_rank[0],
-                                                              &m_parent[0]);
-    }
-    m_ds.make_set(m_globalId);
-    return static_cast<Label>(m_globalId++);
-  }
-
-  void unionSet(std::size_t x, std::size_t y) { m_ds.union_set(x, y); }
-  Label findSet(std::size_t x) { return static_cast<Label>(m_ds.find_set(x)); }
-
- private:
-  std::size_t m_globalId = 1;
-  std::size_t m_size;
-  std::vector<std::size_t> m_rank;
-  std::vector<std::size_t> m_parent;
-  boost::disjoint_sets<std::size_t*, std::size_t*> m_ds;
-};
-
 template <std::size_t BufSize>
 struct ConnectionsBase {
   std::size_t nconn{0};
@@ -148,47 +110,44 @@ Connections<GridDim> getConnections(std::size_t idx, std::vector<Cell>& cells,
 template <typename CellCollection, typename ClusterCollection>
   requires(Acts::Ccl::CanAcceptCell<typename CellCollection::value_type,
                                     typename ClusterCollection::value_type>)
-ClusterCollection mergeClustersImpl(CellCollection& cells,
-                                    const std::vector<Label>& cellLabels,
-                                    const std::vector<std::size_t>& nClusters) {
+void mergeClusters(Acts::Ccl::ClusteringData& data, const CellCollection& cells,
+                   ClusterCollection& outv) {
   using Cluster = typename ClusterCollection::value_type;
 
   // Accumulate clusters into the output collection
-  ClusterCollection clusters(nClusters.size());
-  for (std::size_t i = 0; i < clusters.size(); ++i) {
-    reserve(clusters[i], nClusters[i]);
+  std::size_t previousSize = outv.size();
+  outv.resize(previousSize + data.nClusters.size());
+  for (std::size_t i = 0; i < data.nClusters.size(); ++i) {
+    Acts::Ccl::reserve(outv[previousSize + i], data.nClusters[i]);
   }
 
   // Fill clusters with cells
+  // We are not using enumerate, since that is less optimal than
+  // this loop
   for (std::size_t i = 0; i < cells.size(); ++i) {
-    Label label = cellLabels[i] - 1;
-    Cluster& cl = clusters[label];
+    Label label = data.labels[i] - 1;
+    Cluster& cl = outv[previousSize + label];
     clusterAddCell(cl, cells[i]);
   }
 
   // Due to previous merging, we may have now clusters with
   // no cells. We need to remove them
   std::size_t invalidClusters = 0ul;
-  for (std::size_t i = 0; i < clusters.size(); ++i) {
-    std::size_t idx = clusters.size() - i - 1;
-    if (nClusters[idx] != 0) {
+  for (std::size_t i = 0; i < data.nClusters.size(); ++i) {
+    std::size_t idx = data.nClusters.size() - i - 1;
+    if (data.nClusters[idx] != 0) {
       continue;
     }
     // we have an invalid cluster.
     // move them all to the back so that we can remove
     // them later
-    std::swap(clusters[idx], clusters[clusters.size() - invalidClusters - 1]);
+    std::swap(outv[previousSize + idx],
+              outv[outv.size() - invalidClusters - 1]);
     ++invalidClusters;
   }
-  clusters.resize(clusters.size() - invalidClusters);
-
-  return clusters;
+  outv.resize(outv.size() - invalidClusters);
 }
 
-}  // namespace Acts::Ccl::internal
-
-namespace Acts::Ccl {
-
 template <typename Cell>
   requires(Acts::Ccl::HasRetrievableColumnInfo<Cell> &&
            Acts::Ccl::HasRetrievableRowInfo<Cell>)
@@ -222,8 +181,7 @@ ConnectResult Connect1D<Cell>::operator()(const Cell& ref,
 }
 
 template <std::size_t GridDim>
-void recordEquivalences(const internal::Connections<GridDim> seen,
-                        internal::DisjointSets& ds) {
+void recordEquivalences(const Connections<GridDim> seen, DisjointSets& ds) {
   // Sanity check: first element should always have
   // label if nconn > 0
   if (seen.nconn > 0 && seen.buf[0] == NO_LABEL) {
@@ -244,71 +202,70 @@ void recordEquivalences(const internal::Connections<GridDim> seen,
 }
 
 template <typename CellCollection, std::size_t GridDim, typename Connect>
-std::vector<std::size_t> labelClusters(CellCollection& cells,
-                                       std::vector<Label>& cellLabels,
-                                       Connect&& connect) {
+void labelClusters(Acts::Ccl::ClusteringData& data, CellCollection& cells,
+                   Connect&& connect) {
   using Cell = typename CellCollection::value_type;
 
-  internal::DisjointSets ds{};
-
+  data.labels.resize(cells.size(), NO_LABEL);
   // Sort cells by position to enable in-order scan
-  std::ranges::sort(cells, internal::Compare<Cell, GridDim>());
+  std::ranges::sort(cells, Acts::Ccl::Compare<Cell, GridDim>());
 
   // First pass: Allocate labels and record equivalences
   for (std::size_t nCell(0ul); nCell < cells.size(); ++nCell) {
-    const internal::Connections<GridDim> seen =
-        internal::getConnections<Cell, Connect, GridDim>(
-            nCell, cells, cellLabels, std::forward<Connect>(connect));
+    const Acts::Ccl::Connections<GridDim> seen =
+        Acts::Ccl::getConnections<Cell, Connect, GridDim>(
+            nCell, cells, data.labels, std::forward<Connect>(connect));
 
     if (seen.nconn == 0) {
       // Allocate new label
-      cellLabels[nCell] = ds.makeSet();
+      data.labels[nCell] = data.ds.makeSet();
     } else {
-      recordEquivalences(seen, ds);
+      recordEquivalences(seen, data.ds);
       // Set label for current cell
-      cellLabels[nCell] = seen.buf[0];
+      data.labels[nCell] = seen.buf[0];
     }
   }  // loop on cells
 
   // Second pass: Merge labels based on recorded equivalences
   int maxNClusters = 0;
-  for (Label& lbl : cellLabels) {
-    lbl = ds.findSet(lbl);
+  for (Label& lbl : data.labels) {
+    lbl = data.ds.findSet(lbl);
     maxNClusters = std::max(maxNClusters, lbl);
   }
 
   // Third pass: Keep count of how many cells go in each
   // to-be-created clusters
-  std::vector<std::size_t> nClusters(maxNClusters, 0);
-  for (const Label label : cellLabels) {
-    ++nClusters[label - 1];
+  data.nClusters.resize(maxNClusters, 0);
+  for (const Label label : data.labels) {
+    ++data.nClusters[label - 1];
   }
-
-  return nClusters;
 }
 
 template <typename CellCollection, typename ClusterCollection,
-          std::size_t GridDim = 2>
-  requires(GridDim == 1 || GridDim == 2)
-ClusterCollection mergeClusters(CellCollection& cells,
-                                const std::vector<Label>& cellLabels,
-                                const std::vector<std::size_t>& nClusters) {
-  return internal::mergeClustersImpl<CellCollection, ClusterCollection>(
-      cells, cellLabels, nClusters);
+          std::size_t GridDim, typename Connect>
+ClusterCollection createClusters(CellCollection& cells, Connect&& connect) {
+  ClusterCollection clusters;
+  Acts::Ccl::ClusteringData data;
+  Acts::Ccl::createClusters<CellCollection, ClusterCollection, GridDim,
+                            Connect>(data, cells, clusters,
+                                     std::forward<Connect>(connect));
+  return clusters;
 }
 
 template <typename CellCollection, typename ClusterCollection,
           std::size_t GridDim, typename Connect>
-ClusterCollection createClusters(CellCollection& cells, Connect&& connect) {
+  requires(GridDim == 1 || GridDim == 2)
+void createClusters(Acts::Ccl::ClusteringData& data, CellCollection& cells,
+                    ClusterCollection& clusters, Connect&& connect) {
   if (cells.empty()) {
-    return {};
+    return;
   }
-  std::vector<Label> cellLabels(cells.size(), NO_LABEL);
-  std::vector<std::size_t> nClusters =
-      labelClusters<CellCollection, GridDim, Connect>(
-          cells, cellLabels, std::forward<Connect>(connect));
-  return mergeClusters<CellCollection, ClusterCollection, GridDim>(
-      cells, cellLabels, nClusters);
+  data.clear();
+
+  Acts::Ccl::labelClusters<CellCollection, GridDim, Connect>(
+      data, cells, std::forward<Connect>(connect));
+  Acts::Ccl::mergeClusters<CellCollection, ClusterCollection>(data, cells,
+                                                              clusters);
 }
 
 }  // namespace Acts::Ccl
diff --git a/Examples/Algorithms/Digitization/src/ModuleClusters.cpp b/Examples/Algorithms/Digitization/src/ModuleClusters.cpp
index dca766c498a..a12ecedacb6 100644
--- a/Examples/Algorithms/Digitization/src/ModuleClusters.cpp
+++ b/Examples/Algorithms/Digitization/src/ModuleClusters.cpp
@@ -104,10 +104,12 @@ void ModuleClusters::merge() {
 
   if (!cells.empty()) {
     // Case where we actually have geometric clusters
-    std::vector<std::vector<ModuleValue>> merged =
-        Acts::Ccl::createClusters<std::vector<ModuleValue>,
-                                  std::vector<std::vector<ModuleValue>>>(
-            cells, Acts::Ccl::DefaultConnect<ModuleValue>(m_commonCorner));
+    Acts::Ccl::ClusteringData data;
+    std::vector<std::vector<ModuleValue>> merged;
+    Acts::Ccl::createClusters<std::vector<ModuleValue>,
+                              std::vector<std::vector<ModuleValue>>>(
+        data, cells, merged,
+        Acts::Ccl::DefaultConnect<ModuleValue>(m_commonCorner));
 
     for (std::vector<ModuleValue>& cellv : merged) {
       // At this stage, the cellv vector contains cells that form a
diff --git a/Tests/UnitTests/Core/Clusterization/ClusterizationTests1D.cpp b/Tests/UnitTests/Core/Clusterization/ClusterizationTests1D.cpp
index c411bdd688b..c791b04a81b 100644
--- a/Tests/UnitTests/Core/Clusterization/ClusterizationTests1D.cpp
+++ b/Tests/UnitTests/Core/Clusterization/ClusterizationTests1D.cpp
@@ -107,7 +107,9 @@ BOOST_AUTO_TEST_CASE(Grid_1D_rand) {
 
     std::shuffle(cells.begin(), cells.end(), rnd);
 
-    ClusterC newCls = Ccl::createClusters<CellC, ClusterC, 1>(cells);
+    Acts::Ccl::ClusteringData data;
+    ClusterC newCls;
+    Ccl::createClusters<CellC, ClusterC, 1>(data, cells, newCls);
 
     for (Cluster& cl : newCls) {
       hash(cl);
diff --git a/Tests/UnitTests/Core/Clusterization/ClusterizationTests2D.cpp b/Tests/UnitTests/Core/Clusterization/ClusterizationTests2D.cpp
index 4c1c0197dc2..999525bbc53 100644
--- a/Tests/UnitTests/Core/Clusterization/ClusterizationTests2D.cpp
+++ b/Tests/UnitTests/Core/Clusterization/ClusterizationTests2D.cpp
@@ -227,7 +227,9 @@ BOOST_AUTO_TEST_CASE(Grid_2D_rand) {
 
     std::shuffle(cells.begin(), cells.end(), rnd);
 
-    ClusterC newCls = Ccl::createClusters<CellC, ClusterC>(cells);
+    Acts::Ccl::ClusteringData data;
+    ClusterC newCls;
+    Ccl::createClusters<CellC, ClusterC>(data, cells, newCls);
 
     for (Cluster& cl : newCls) {
       hash(cl);
diff --git a/Tests/UnitTests/Core/Clusterization/TimedClusterizationTests.cpp b/Tests/UnitTests/Core/Clusterization/TimedClusterizationTests.cpp
index 33a9faed3c3..6bf3ef14efb 100644
--- a/Tests/UnitTests/Core/Clusterization/TimedClusterizationTests.cpp
+++ b/Tests/UnitTests/Core/Clusterization/TimedClusterizationTests.cpp
@@ -78,9 +78,10 @@ BOOST_AUTO_TEST_CASE(TimedGrid_1D_withtime) {
   expectedResults.push_back({7ul, 8ul});
   expectedResults.push_back({4ul, 5ul});
 
-  ClusterCollection clusters =
-      Acts::Ccl::createClusters<CellCollection, ClusterCollection, 1>(
-          cells, Acts::Ccl::TimedConnect<Cell, 1>(0.5));
+  Acts::Ccl::ClusteringData data;
+  ClusterCollection clusters;
+  Acts::Ccl::createClusters<CellCollection, ClusterCollection, 1>(
+      data, cells, clusters, Acts::Ccl::TimedConnect<Cell, 1>(0.5));
 
   BOOST_CHECK_EQUAL(5ul, clusters.size());
 
@@ -121,17 +122,19 @@ BOOST_AUTO_TEST_CASE(TimedGrid_2D_notime) {
   expectedResults.push_back({1ul, 2ul});
   expectedResults.push_back({6ul});
 
-  ClusterCollection clusters =
-      Acts::Ccl::createClusters<CellCollection, ClusterCollection, 2>(
-          cells,
-          Acts::Ccl::TimedConnect<Cell, 2>(std::numeric_limits<double>::max()));
+  Acts::Ccl::ClusteringData data;
+  ClusterCollection clusters;
+  Acts::Ccl::createClusters<CellCollection, ClusterCollection, 2>(
+      data, cells, clusters,
+      Acts::Ccl::TimedConnect<Cell, 2>(std::numeric_limits<double>::max()));
 
   BOOST_CHECK_EQUAL(4ul, clusters.size());
 
   // Compare against default connect (only space)
-  ClusterCollection defaultClusters =
-      Acts::Ccl::createClusters<CellCollection, ClusterCollection, 2>(
-          cells, Acts::Ccl::DefaultConnect<Cell, 2>());
+  data.clear();
+  ClusterCollection defaultClusters;
+  Acts::Ccl::createClusters<CellCollection, ClusterCollection, 2>(
+      data, cells, defaultClusters, Acts::Ccl::DefaultConnect<Cell, 2>());
 
   BOOST_CHECK_EQUAL(4ul, defaultClusters.size());
   BOOST_CHECK_EQUAL(defaultClusters.size(), expectedResults.size());
@@ -189,9 +192,10 @@ BOOST_AUTO_TEST_CASE(TimedGrid_2D_withtime) {
   expectedResults.push_back({1ul, 2ul});
   expectedResults.push_back({6ul});
 
-  ClusterCollection clusters =
-      Acts::Ccl::createClusters<CellCollection, ClusterCollection, 2>(
-          cells, Acts::Ccl::TimedConnect<Cell, 2>(0.5));
+  Acts::Ccl::ClusteringData data;
+  ClusterCollection clusters;
+  Acts::Ccl::createClusters<CellCollection, ClusterCollection, 2>(
+      data, cells, clusters, Acts::Ccl::TimedConnect<Cell, 2>(0.5));
 
   BOOST_CHECK_EQUAL(6ul, clusters.size());
 
@@ -239,9 +243,10 @@ BOOST_AUTO_TEST_CASE(TimedGrid_2D_noTollerance) {
   expectedResults.push_back({2ul});
   expectedResults.push_back({6ul});
 
-  ClusterCollection clusters =
-      Acts::Ccl::createClusters<CellCollection, ClusterCollection, 2>(
-          cells, Acts::Ccl::TimedConnect<Cell, 2>(0.));
+  Acts::Ccl::ClusteringData data;
+  ClusterCollection clusters;
+  Acts::Ccl::createClusters<CellCollection, ClusterCollection, 2>(
+      data, cells, clusters, Acts::Ccl::TimedConnect<Cell, 2>(0.));
 
   BOOST_CHECK_EQUAL(7ul, clusters.size());
 

From 6e899f8cd56e0f23b902652e93490b945afd17c1 Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Wed, 27 Aug 2025 18:43:07 +0300
Subject: [PATCH 35/56] refactor: Restructure track proxy copy methods (#4570)

This PR restructures the copy methods on the track proxies:

- `copyFrom()`: Deep copy including all track states (creates new track
                states)
- `copyFromWithoutStates()`: Copy only track properties, invalidate
                              track state indices
- `copyFromShallow()`: Shallow copy sharing the same track states (copy
                        indices only)

Choose based on your needs:
- Use `copyFrom()` for independent track copies with separate track
  states
- Use `copyFromWithoutStates()` to update track metadata without
  affecting trajectories
- Use `copyFromShallow()` for lightweight copies when track states can   be shared


This PR **deprecates** the `copyFrom(other, copyTrackStates)` overload (fully replaced by the new overloads), and `shallowCopy()`, in favor of `copyFromShallow()`
---
 Core/include/Acts/EventData/TrackProxy.hpp    | 184 ++++++++++++--
 .../CombinatorialKalmanFilter.hpp             |  10 +-
 .../Acts/TrackFinding/TrackSelector.hpp       |   2 +-
 Core/include/Acts/Utilities/Diagnostics.hpp   |  34 +++
 .../GreedyAmbiguityResolutionAlgorithm.cpp    |   2 +-
 ...ScoreBasedAmbiguityResolutionAlgorithm.cpp |   2 +-
 .../src/TrackFindingAlgorithm.cpp             |  17 +-
 .../src/AmbiguityResolutionMLAlgorithm.cpp    |   2 +-
 Tests/UnitTests/Core/EventData/TrackTests.cpp |  20 +-
 .../Core/EventData/TrackTestsExtra.cpp        | 232 +++++++++++++++++-
 10 files changed, 470 insertions(+), 35 deletions(-)
 create mode 100644 Core/include/Acts/Utilities/Diagnostics.hpp

diff --git a/Core/include/Acts/EventData/TrackProxy.hpp b/Core/include/Acts/EventData/TrackProxy.hpp
index 3063730b2c8..f1542cbd42c 100644
--- a/Core/include/Acts/EventData/TrackProxy.hpp
+++ b/Core/include/Acts/EventData/TrackProxy.hpp
@@ -557,7 +557,26 @@ class TrackProxy {
 
   /// @anchor track_proxy_track_state_manipulation
   /// @name TrackProxy track state manipulation
-  /// Methods that manipulate the track states of a track represented by @c TrackProxy.
+  /// Methods that manipulate the track states of a track represented by @c
+  /// TrackProxy.
+  ///
+  /// **Copy Methods Overview:**
+  ///
+  /// Three main copy methods are available with different behaviors:
+  /// - @c copyFrom(): Deep copy including all track states (creates new track
+  ///                 states)
+  /// - @c copyFromWithoutStates(): Copy only track properties, invalidate
+  ///                               track state indices
+  /// - @c copyFromShallow(): Shallow copy sharing the same track states (copy
+  ///                         indices only)
+  ///
+  /// Choose based on your needs:
+  /// - Use @c copyFrom() for independent track copies with separate track
+  ///   states
+  /// - Use @c copyFromWithoutStates() to update track metadata without
+  ///   affecting trajectories
+  /// - Use @c copyFromShallow() for lightweight copies when track states can
+  ///   be shared
   /// @{
 
   /// Forward connect a track.
@@ -595,24 +614,103 @@ class TrackProxy {
   /// @param other The track proxy
   /// @param copyTrackStates Copy the track state sequence from @p other
   template <TrackProxyConcept track_proxy_t>
-  void copyFrom(const track_proxy_t& other, bool copyTrackStates = true)
+  [[deprecated(
+      "copyFrom() with copyTrackStates == false is deprecated, use "
+      "copyFromWithoutStates()")]]
+  void copyFrom(const track_proxy_t& other, bool copyTrackStates)
     requires(!ReadOnly)
   {
-    // @TODO: Add constraint on which track proxies are allowed,
-    // this is only implicit right now
-
     if (copyTrackStates) {
-      // append track states (cheap), but they're in the wrong order
-      for (const auto& srcTrackState : other.trackStatesReversed()) {
-        auto destTrackState = appendTrackState(srcTrackState.getMask());
-        destTrackState.copyFrom(srcTrackState, Acts::TrackStatePropMask::All,
-                                true);
-      }
+      copyFrom(other);
+    } else {
+      // Emulate previous behavior
+      auto prevTipIndex = tipIndex();
+      auto prevStemIndex = stemIndex();
+      copyFromWithoutStates(other);
+      // Reset to previous values
+      tipIndex() = prevTipIndex;
+      stemIndex() = prevStemIndex;
+    }
+  }
 
-      // reverse using standard linked list reversal algorithm
-      reverseTrackStates();
+  /// Create a complete deep copy of another track, including all track states.
+  /// This creates new track states in the destination trajectory and copies
+  /// all data from the source track states. The track state sequence order
+  /// is preserved.
+  ///
+  /// **Implementation details:**
+  /// - Track states are initially copied in reversed order for efficiency
+  /// - The track state links are then updated using reverseTrackStates()
+  /// - As a consequence, the resulting track is forward-linked
+  ///
+  /// **What gets copied:**
+  /// - All track-level properties (parameters, covariance, particle hypothesis,
+  ///   etc.)
+  /// - Reference surface (shared pointer is copied)
+  /// - Track summary data (nMeasurements, nHoles, chi2, etc.)
+  /// - All dynamic track columns
+  /// - Complete sequence of track states with all their data
+  /// - All dynamic track state columns
+  ///
+  /// **Result:**
+  /// - The destination track will have newly created track states
+  /// - tipIndex() and stemIndex() will point to the new track states
+  /// - Track state indices will be different from the source
+  /// - All track state data will be identical to the source
+  /// - The track will be forward-linked (stemIndex() will be valid)
+  ///
+  /// @note Only available if the track proxy is not read-only
+  /// @note Both track containers must have compatible dynamic columns
+  /// @tparam track_proxy_t the other track proxy's type
+  /// @param other The source track proxy to copy from
+  template <TrackProxyConcept track_proxy_t>
+  void copyFrom(const track_proxy_t& other)
+    requires(!ReadOnly)
+  {
+    copyFromWithoutStates(other);
+
+    // append track states (cheap), but they're in the wrong order
+    for (const auto& srcTrackState : other.trackStatesReversed()) {
+      auto destTrackState = appendTrackState(srcTrackState.getMask());
+      destTrackState.copyFrom(srcTrackState, Acts::TrackStatePropMask::All,
+                              true);
     }
 
+    // reverse using standard linked list reversal algorithm
+    reverseTrackStates();
+  }
+
+  /// Copy track-level properties from another track, but not the track states.
+  /// This copies all track metadata and properties but leaves the track state
+  /// sequence unchanged. Useful when you want to copy track properties to an
+  /// existing track that may already have track states.
+  ///
+  /// **What gets copied:**
+  /// - Track parameters at reference surface
+  /// - Covariance matrix at reference surface
+  /// - Particle hypothesis
+  /// - Reference surface (shared pointer is copied)
+  /// - Track summary data (nMeasurements, nHoles, nOutliers, nSharedHits, chi2,
+  /// nDoF)
+  /// - All dynamic track columns
+  ///
+  /// **What does NOT get copied:**
+  /// - Track states (existing track states remain unchanged)
+  /// - tipIndex() and stemIndex() (track state linking is preserved)
+  ///
+  /// **Result:**
+  /// - The destination track keeps its existing track state sequence
+  /// - All track-level properties are updated to match the source
+  /// - Track state tip and stem indices will be set to kInvalid
+  ///
+  /// @note Only available if the track proxy is not read-only
+  /// @note Both track containers must have compatible dynamic columns
+  /// @tparam track_proxy_t the other track proxy's type
+  /// @param other The source track proxy to copy properties from
+  template <TrackProxyConcept track_proxy_t>
+  void copyFromWithoutStates(const track_proxy_t& other)
+    requires(!ReadOnly)
+  {
     setParticleHypothesis(other.particleHypothesis());
 
     if (other.hasReferenceSurface()) {
@@ -632,24 +730,70 @@ class TrackProxy {
 
     m_container->copyDynamicFrom(m_index, other.m_container->container(),
                                  other.m_index);
+
+    tipIndex() = kInvalid;
+    stemIndex() = kInvalid;
   }
 
   /// Creates  a *shallow copy* of the track. Track states are not copied, but
   /// the resulting track points at the same track states as the original.
   /// @note Only available if the track proxy is not read-only
+  [[deprecated("Use copyFromShallow() instead")]]
   TrackProxy shallowCopy()
     requires(!ReadOnly)
   {
-    auto ts = container().makeTrack();
-    ts.copyFrom(*this, false);
-    ts.tipIndex() = tipIndex();
-    ts.stemIndex() = stemIndex();
-    return ts;
+    auto t = container().makeTrack();
+    t.copyFromShallow(*this);
+    return t;
+  }
+
+  /// Create a shallow copy from another track, sharing the same track states.
+  /// This copies all track-level properties and makes the destination track
+  /// point to the same track state sequence as the source. The track states
+  /// themselves are not duplicated - both tracks will reference the same
+  /// track state objects in memory.
+  ///
+  /// **What gets copied:**
+  /// - All track-level properties (parameters, covariance, particle hypothesis,
+  /// etc.)
+  /// - Reference surface (shared pointer is copied)
+  /// - Track summary data (nMeasurements, nHoles, chi2, etc.)
+  /// - All dynamic track columns
+  /// - tipIndex() and stemIndex() (track state linking information)
+  ///
+  /// **What gets shared (not duplicated):**
+  /// - Track states (both tracks reference the same track state objects)
+  ///
+  /// **Result:**
+  /// - The destination track will have the same nTrackStates() as the source
+  /// - Both tracks will iterate over the same track state sequence
+  /// - Modifications to track states will be visible in both tracks
+  /// - Track state indices will be identical between tracks
+  /// - The destination track will have a different track index than the source
+  ///
+  /// @warning Modifying track states through either track will affect both tracks
+  ///          since they share the same track state objects
+  /// @warning It is the user's responsibility to ensure that the tip and stem
+  ///          indices from the source track are valid in the destination
+  ///          track's track state container. No validation is performed -
+  ///          invalid indices will lead to undefined behavior when accessing
+  ///          track states
+  /// @note Only available if the track proxy is not read-only
+  /// @note Both track containers must have compatible dynamic columns
+  /// @tparam track_proxy_t the other track proxy's type
+  /// @param other The source track proxy to create a shallow copy from
+  template <TrackProxyConcept track_proxy_t>
+  void copyFromShallow(const track_proxy_t& other)
+    requires(!ReadOnly)
+  {
+    copyFromWithoutStates(other);
+    tipIndex() = other.tipIndex();
+    stemIndex() = other.stemIndex();
   }
 
   /// Reverse the ordering of track states for this track
-  /// Afterwards, the previous endpoint of the track state sequence will be the
-  /// "innermost" track state
+  /// Afterwards, the previous endpoint of the track state sequence will be
+  /// the "innermost" track state
   /// @note Only available if the track proxy is not read-only
   /// @note This is dangerous with branching track state sequences, as it will break them
   /// @note This also automatically forward-links the track!
diff --git a/Core/include/Acts/TrackFinding/CombinatorialKalmanFilter.hpp b/Core/include/Acts/TrackFinding/CombinatorialKalmanFilter.hpp
index 603e3a8acb9..294144176a5 100644
--- a/Core/include/Acts/TrackFinding/CombinatorialKalmanFilter.hpp
+++ b/Core/include/Acts/TrackFinding/CombinatorialKalmanFilter.hpp
@@ -604,9 +604,13 @@ class CombinatorialKalmanFilter {
            ++it) {
         // Keep the root branch as the first branch, make a copy for the
         // others
-        auto newBranch = (it == newTrackStateList.rbegin())
-                             ? rootBranch
-                             : rootBranch.shallowCopy();
+        auto shallowCopy = [&] {
+          auto sc = rootBranch.container().makeTrack();
+          sc.copyFromShallow(rootBranch);
+          return sc;
+        };
+        auto newBranch =
+            (it == newTrackStateList.rbegin()) ? rootBranch : shallowCopy();
         newBranch.tipIndex() = *it;
         newBranches.push_back(newBranch);
       }
diff --git a/Core/include/Acts/TrackFinding/TrackSelector.hpp b/Core/include/Acts/TrackFinding/TrackSelector.hpp
index 8580fd45c42..360fc35425c 100644
--- a/Core/include/Acts/TrackFinding/TrackSelector.hpp
+++ b/Core/include/Acts/TrackFinding/TrackSelector.hpp
@@ -409,7 +409,7 @@ void TrackSelector::selectTracks(const input_tracks_t& inputTracks,
       continue;
     }
     auto destProxy = outputTracks.makeTrack();
-    destProxy.copyFrom(track, false);
+    destProxy.copyFromWithoutStates(track);
     destProxy.tipIndex() = track.tipIndex();
   }
 }
diff --git a/Core/include/Acts/Utilities/Diagnostics.hpp b/Core/include/Acts/Utilities/Diagnostics.hpp
new file mode 100644
index 00000000000..f6b6a54a9e5
--- /dev/null
+++ b/Core/include/Acts/Utilities/Diagnostics.hpp
@@ -0,0 +1,34 @@
+// This file is part of the ACTS project.
+//
+// Copyright (C) 2016 CERN for the benefit of the ACTS project
+//
+// This Source Code Form is subject to the terms of the Mozilla Public
+// License, v. 2.0. If a copy of the MPL was not distributed with this
+// file, You can obtain one at https://mozilla.org/MPL/2.0/.
+
+#pragma once
+
+/// This file defines macros that can be used to ignore diagnostics in clang and
+/// gcc.
+
+#define _ACTS_DO_PRAGMA(x) _Pragma(#x)
+
+#if defined(__clang__)
+
+#define ACTS_DIAGNOSTIC_PUSH() _ACTS_DO_PRAGMA(clang diagnostic push)
+
+#define ACTS_DIAGNOSTIC_IGNORE(diag) \
+  _ACTS_DO_PRAGMA(clang diagnostic ignored diag)
+
+#define ACTS_DIAGNOSTIC_POP() _ACTS_DO_PRAGMA(clang diagnostic pop)
+
+#elif defined(__GNUC__)
+
+#define ACTS_DIAGNOSTIC_PUSH() _ACTS_DO_PRAGMA(GCC diagnostic push)
+
+#define ACTS_DIAGNOSTIC_IGNORE(diag) \
+  _ACTS_DO_PRAGMA(GCC diagnostic ignored diag)
+
+#define ACTS_DIAGNOSTIC_POP() _ACTS_DO_PRAGMA(GCC diagnostic pop)
+
+#endif
diff --git a/Examples/Algorithms/AmbiguityResolution/src/GreedyAmbiguityResolutionAlgorithm.cpp b/Examples/Algorithms/AmbiguityResolution/src/GreedyAmbiguityResolutionAlgorithm.cpp
index d8b8cac1252..52a2c5dc61f 100644
--- a/Examples/Algorithms/AmbiguityResolution/src/GreedyAmbiguityResolutionAlgorithm.cpp
+++ b/Examples/Algorithms/AmbiguityResolution/src/GreedyAmbiguityResolutionAlgorithm.cpp
@@ -89,7 +89,7 @@ ActsExamples::GreedyAmbiguityResolutionAlgorithm::execute(
   for (auto iTrack : state.selectedTracks) {
     auto destProxy = solvedTracks.makeTrack();
     auto srcProxy = tracks.getTrack(state.trackTips.at(iTrack));
-    destProxy.copyFrom(srcProxy, false);
+    destProxy.copyFromWithoutStates(srcProxy);
     destProxy.tipIndex() = srcProxy.tipIndex();
   }
 
diff --git a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
index 2da5cd4dd78..3bdbc7f3d23 100644
--- a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
+++ b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
@@ -122,7 +122,7 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
   for (auto iTrack : goodTracks) {
     auto destProxy = solvedTracks.makeTrack();
     auto srcProxy = tracks.getTrack(iTrack);
-    destProxy.copyFrom(srcProxy, false);
+    destProxy.copyFromWithoutStates(srcProxy);
     destProxy.tipIndex() = srcProxy.tipIndex();
   }
 
diff --git a/Examples/Algorithms/TrackFinding/src/TrackFindingAlgorithm.cpp b/Examples/Algorithms/TrackFinding/src/TrackFindingAlgorithm.cpp
index ff58639c2bc..399f711718b 100644
--- a/Examples/Algorithms/TrackFinding/src/TrackFindingAlgorithm.cpp
+++ b/Examples/Algorithms/TrackFinding/src/TrackFindingAlgorithm.cpp
@@ -442,7 +442,7 @@ ProcessCode TrackFindingAlgorithm::execute(const AlgorithmContext& ctx) const {
 
     auto destProxy = tracks.makeTrack();
     // make sure we copy track states!
-    destProxy.copyFrom(track, true);
+    destProxy.copyFrom(track);
   };
 
   if (seeds != nullptr && m_cfg.seedDeduplication) {
@@ -500,7 +500,7 @@ ProcessCode TrackFindingAlgorithm::execute(const AlgorithmContext& ctx) const {
       // TODO a lightweight copy without copying all the track state components
       //      might be a solution
       auto trackCandidate = tracksTemp.makeTrack();
-      trackCandidate.copyFrom(firstTrack, true);
+      trackCandidate.copyFrom(firstTrack);
 
       Acts::Result<void> firstSmoothingResult{
           Acts::smoothTrack(ctx.geoContext, trackCandidate, logger())};
@@ -554,7 +554,7 @@ ProcessCode TrackFindingAlgorithm::execute(const AlgorithmContext& ctx) const {
           }
 
           auto secondRootBranch = tracksTemp.makeTrack();
-          secondRootBranch.copyFrom(trackCandidate, false);
+          secondRootBranch.copyFromWithoutStates(trackCandidate);
           auto secondResult =
               (*m_cfg.findTracks)(secondInitialParameters, secondOptions,
                                   tracksTemp, secondRootBranch);
@@ -573,7 +573,7 @@ ProcessCode TrackFindingAlgorithm::execute(const AlgorithmContext& ctx) const {
               // TODO a lightweight copy without copying all the track state
               //      components might be a solution
               auto secondTrackCopy = tracksTemp.makeTrack();
-              secondTrackCopy.copyFrom(secondTrack, true);
+              secondTrackCopy.copyFrom(secondTrack);
 
               // Note that this is only valid if there are no branches
               // We disallow this by breaking this look after a second track was
@@ -583,7 +583,12 @@ ProcessCode TrackFindingAlgorithm::execute(const AlgorithmContext& ctx) const {
               firstMeasurement.previous() =
                   secondTrackCopy.outermostTrackState().index();
 
-              trackCandidate.copyFrom(secondTrackCopy, false);
+              // Retain tip and stem index of the first track
+              auto tipIndex = trackCandidate.tipIndex();
+              auto stemIndex = trackCandidate.stemIndex();
+              trackCandidate.copyFromWithoutStates(secondTrackCopy);
+              trackCandidate.tipIndex() = tipIndex;
+              trackCandidate.stemIndex() = stemIndex;
 
               // finalize the track candidate
 
@@ -643,7 +648,7 @@ ProcessCode TrackFindingAlgorithm::execute(const AlgorithmContext& ctx) const {
       // if no second track was found, we will use only the first track
       if (nSecond == 0) {
         // restore the track to the original state
-        trackCandidate.copyFrom(firstTrack, false);
+        trackCandidate.copyFromWithoutStates(firstTrack);
 
         auto firstExtrapolationResult =
             Acts::extrapolateTrackToReferenceSurface(
diff --git a/Examples/Algorithms/TrackFindingML/src/AmbiguityResolutionMLAlgorithm.cpp b/Examples/Algorithms/TrackFindingML/src/AmbiguityResolutionMLAlgorithm.cpp
index 805913e60ae..60b54f3dde0 100644
--- a/Examples/Algorithms/TrackFindingML/src/AmbiguityResolutionMLAlgorithm.cpp
+++ b/Examples/Algorithms/TrackFindingML/src/AmbiguityResolutionMLAlgorithm.cpp
@@ -63,7 +63,7 @@ ActsExamples::ProcessCode ActsExamples::AmbiguityResolutionMLAlgorithm::execute(
   for (auto iTrack : goodTracks) {
     auto destProxy = solvedTracks.makeTrack();
     auto srcProxy = tracks.getTrack(iTrack);
-    destProxy.copyFrom(srcProxy, false);
+    destProxy.copyFromWithoutStates(srcProxy);
     destProxy.tipIndex() = srcProxy.tipIndex();
   }
 
diff --git a/Tests/UnitTests/Core/EventData/TrackTests.cpp b/Tests/UnitTests/Core/EventData/TrackTests.cpp
index 432efad6447..81aa129f9aa 100644
--- a/Tests/UnitTests/Core/EventData/TrackTests.cpp
+++ b/Tests/UnitTests/Core/EventData/TrackTests.cpp
@@ -21,6 +21,7 @@
 #include "Acts/EventData/detail/GenerateParameters.hpp"
 #include "Acts/EventData/detail/TestTrackState.hpp"
 #include "Acts/Geometry/GeometryContext.hpp"
+#include "Acts/Surfaces/PerigeeSurface.hpp"
 #include "Acts/Utilities/HashedString.hpp"
 #include "Acts/Utilities/Holders.hpp"
 
@@ -470,6 +471,14 @@ BOOST_AUTO_TEST_CASE(ShallowCopy) {
   TrackContainer tc{VectorTrackContainer{}, VectorMultiTrajectory{}};
   auto t = tc.makeTrack();
 
+  auto perigee =
+      Surface::makeShared<Acts::PerigeeSurface>(Acts::Vector3::Zero());
+
+  t.parameters().setRandom();
+  t.covariance().setRandom();
+  t.particleHypothesis() = Acts::ParticleHypothesis::pion();
+  t.setReferenceSurface(perigee);
+
   auto ts1 = t.appendTrackState();
   ts1.predicted().setRandom();
   auto ts2 = t.appendTrackState();
@@ -477,11 +486,20 @@ BOOST_AUTO_TEST_CASE(ShallowCopy) {
   auto ts3 = t.appendTrackState();
   ts3.predicted().setRandom();
 
-  auto t2 = t.shallowCopy();
+  auto t2 = tc.makeTrack();
+  t2.copyFromShallow(t);
 
   BOOST_CHECK_NE(t.index(), t2.index());
   BOOST_CHECK_EQUAL(t.nTrackStates(), t2.nTrackStates());
 
+  BOOST_CHECK_EQUAL(t.particleHypothesis(), t2.particleHypothesis());
+  BOOST_CHECK_EQUAL(t.parameters(), t2.parameters());
+  BOOST_CHECK_EQUAL(t.covariance(), t2.covariance());
+
+  BOOST_CHECK_EQUAL(t.referenceSurface().getSharedPtr(),
+                    t2.referenceSurface().getSharedPtr());
+  BOOST_CHECK_EQUAL(t.tipIndex(), t2.tipIndex());
+
   std::vector<decltype(tc)::TrackStateProxy> trackStates;
   for (const auto& ts : t.trackStatesReversed()) {
     trackStates.insert(trackStates.begin(), ts);
diff --git a/Tests/UnitTests/Core/EventData/TrackTestsExtra.cpp b/Tests/UnitTests/Core/EventData/TrackTestsExtra.cpp
index 9bc1b96fc41..c20bf52ac0b 100644
--- a/Tests/UnitTests/Core/EventData/TrackTestsExtra.cpp
+++ b/Tests/UnitTests/Core/EventData/TrackTestsExtra.cpp
@@ -14,10 +14,10 @@
 #include "Acts/EventData/VectorTrackContainer.hpp"
 #include "Acts/Surfaces/CurvilinearSurface.hpp"
 #include "Acts/Surfaces/PlaneSurface.hpp"
+#include "Acts/Utilities/Diagnostics.hpp"
 #include "Acts/Utilities/Zip.hpp"
 
 #include <algorithm>
-#include <filesystem>
 #include <numeric>
 
 using namespace Acts;
@@ -567,4 +567,234 @@ BOOST_AUTO_TEST_CASE(ProxyAccessorConstexprConstruction) {
                 "ProxyAccessor should be constructible at compile time");
 }
 
+BOOST_AUTO_TEST_CASE(CopyFromWithoutStatesInvalidatesIndices) {
+  VectorTrackContainer vtc{};
+  VectorMultiTrajectory mtj{};
+  TrackContainer tc{vtc, mtj};
+
+  // Create source track with track states
+  auto sourceTrack = tc.makeTrack();
+  sourceTrack.appendTrackState();
+  sourceTrack.appendTrackState();
+  sourceTrack.appendTrackState();
+  sourceTrack.linkForward();
+
+  // Verify source track has valid indices
+  BOOST_CHECK_NE(sourceTrack.tipIndex(), MultiTrajectoryTraits::kInvalid);
+  BOOST_CHECK_NE(sourceTrack.stemIndex(), MultiTrajectoryTraits::kInvalid);
+  BOOST_CHECK_EQUAL(sourceTrack.nTrackStates(), 3);
+
+  // Set some track properties
+  sourceTrack.nMeasurements() = 42;
+  sourceTrack.nHoles() = 5;
+  sourceTrack.chi2() = 123.45f;
+
+  // Create destination track that also has track states initially
+  auto destTrack = tc.makeTrack();
+  destTrack.appendTrackState();
+  destTrack.appendTrackState();
+  destTrack.linkForward();
+
+  // Verify destination has valid indices before copy
+  BOOST_CHECK_NE(destTrack.tipIndex(), MultiTrajectoryTraits::kInvalid);
+  BOOST_CHECK_NE(destTrack.stemIndex(), MultiTrajectoryTraits::kInvalid);
+  BOOST_CHECK_EQUAL(destTrack.nTrackStates(), 2);
+
+  // Copy without states
+  destTrack.copyFromWithoutStates(sourceTrack);
+
+  // Verify that tip and stem indices are now invalid
+  BOOST_CHECK_EQUAL(destTrack.tipIndex(), MultiTrajectoryTraits::kInvalid);
+  BOOST_CHECK_EQUAL(destTrack.stemIndex(), MultiTrajectoryTraits::kInvalid);
+
+  // Verify that track properties were copied
+  BOOST_CHECK_EQUAL(destTrack.nMeasurements(), 42);
+  BOOST_CHECK_EQUAL(destTrack.nHoles(), 5);
+  BOOST_CHECK_EQUAL(destTrack.chi2(), 123.45f);
+
+  // Verify that nTrackStates returns 0 since indices are invalid
+  BOOST_CHECK_EQUAL(destTrack.nTrackStates(), 0);
+
+  // Verify that the original track states are still in the container
+  // but not accessible through the destination track
+  BOOST_CHECK_EQUAL(sourceTrack.nTrackStates(), 3);
+  BOOST_CHECK_NE(sourceTrack.tipIndex(), MultiTrajectoryTraits::kInvalid);
+}
+
+BOOST_AUTO_TEST_CASE(CopyFromDeepCopyFunctionality) {
+  VectorTrackContainer vtc{};
+  VectorMultiTrajectory mtj{};
+  TrackContainer tc{vtc, mtj};
+
+  // Create source track with track states and set unique data
+  auto sourceTrack = tc.makeTrack();
+
+  // Set track-level properties
+  sourceTrack.nMeasurements() = 15;
+  sourceTrack.nHoles() = 3;
+  sourceTrack.nOutliers() = 2;
+  sourceTrack.chi2() = 42.5f;
+  sourceTrack.nDoF() = 10;
+
+  // Create track states with distinctive predicted parameters
+  auto ts1 = sourceTrack.appendTrackState();
+  ts1.predicted() = BoundVector::Ones() * 1.0;
+
+  auto ts2 = sourceTrack.appendTrackState();
+  ts2.predicted() = BoundVector::Ones() * 2.0;
+
+  auto ts3 = sourceTrack.appendTrackState();
+  ts3.predicted() = BoundVector::Ones() * 3.0;
+
+  // Verify source track setup
+  BOOST_CHECK_EQUAL(sourceTrack.nTrackStates(), 3);
+
+  // Create destination track and perform deep copy
+  auto destTrack = tc.makeTrack();
+  destTrack.copyFrom(sourceTrack);
+
+  // Verify track-level properties were copied
+  BOOST_CHECK_EQUAL(destTrack.nMeasurements(), 15);
+  BOOST_CHECK_EQUAL(destTrack.nHoles(), 3);
+  BOOST_CHECK_EQUAL(destTrack.nOutliers(), 2);
+  BOOST_CHECK_EQUAL(destTrack.chi2(), 42.5f);
+  BOOST_CHECK_EQUAL(destTrack.nDoF(), 10);
+
+  // Verify track state structure
+  BOOST_CHECK_EQUAL(destTrack.nTrackStates(), 3);
+  BOOST_CHECK_NE(destTrack.tipIndex(), MultiTrajectoryTraits::kInvalid);
+  BOOST_CHECK_NE(destTrack.stemIndex(), MultiTrajectoryTraits::kInvalid);
+
+  // Verify track is forward-linked (can iterate forward)
+  BOOST_CHECK(destTrack.innermostTrackState().has_value());
+
+  // Verify track state data was copied correctly (order preserved)
+  std::vector<BoundVector> sourceParams;
+  for (const auto& ts : sourceTrack.trackStatesReversed()) {
+    sourceParams.insert(sourceParams.begin(), ts.predicted());
+  }
+
+  std::vector<BoundVector> destParams;
+  for (const auto& ts : destTrack.trackStatesReversed()) {
+    destParams.insert(destParams.begin(), ts.predicted());
+  }
+
+  BOOST_REQUIRE_EQUAL(sourceParams.size(), destParams.size());
+  for (std::size_t i = 0; i < sourceParams.size(); ++i) {
+    BOOST_CHECK_EQUAL(sourceParams[i], destParams[i]);
+  }
+
+  // Verify track states have different indices (new track states were created)
+  std::vector<IndexType> sourceIndices;
+  for (const auto& ts : sourceTrack.trackStatesReversed()) {
+    sourceIndices.push_back(ts.index());
+  }
+
+  std::vector<IndexType> destIndices;
+  for (const auto& ts : destTrack.trackStatesReversed()) {
+    destIndices.push_back(ts.index());
+  }
+
+  BOOST_REQUIRE_EQUAL(sourceIndices.size(), destIndices.size());
+  for (std::size_t i = 0; i < sourceIndices.size(); ++i) {
+    BOOST_CHECK_NE(sourceIndices[i], destIndices[i]);
+  }
+
+  // Verify forward iteration works (result of forward-linking)
+  std::vector<BoundVector> forwardParams;
+  for (const auto& ts : destTrack.trackStates()) {
+    forwardParams.push_back(ts.predicted());
+  }
+
+  // Forward iteration should give same parameters in same order
+  BOOST_REQUIRE_EQUAL(destParams.size(), forwardParams.size());
+  for (std::size_t i = 0; i < destParams.size(); ++i) {
+    BOOST_CHECK_EQUAL(destParams[i], forwardParams[i]);
+  }
+
+  // Verify tracks are independent (modifying dest doesn't affect source)
+  destTrack.nMeasurements() = 99;
+  BOOST_CHECK_EQUAL(sourceTrack.nMeasurements(), 15);
+  BOOST_CHECK_EQUAL(destTrack.nMeasurements(), 99);
+}
+
+BOOST_AUTO_TEST_CASE(DeprecatedCopyFromWithBooleanStillWorks) {
+  VectorTrackContainer vtc{};
+  VectorMultiTrajectory mtj{};
+  TrackContainer tc{vtc, mtj};
+
+  // Create source track with track states and properties
+  auto sourceTrack = tc.makeTrack();
+  sourceTrack.nMeasurements() = 25;
+  sourceTrack.chi2() = 78.9f;
+
+  auto ts1 = sourceTrack.appendTrackState();
+  ts1.predicted() = BoundVector::Ones() * 5.0;
+  auto ts2 = sourceTrack.appendTrackState();
+  ts2.predicted() = BoundVector::Ones() * 10.0;
+
+  BOOST_CHECK_EQUAL(sourceTrack.nTrackStates(), 2);
+
+  // Test deprecated copyFrom with copyTrackStates = true
+  auto destTrack1 = tc.makeTrack();
+
+  ACTS_DIAGNOSTIC_PUSH()
+  ACTS_DIAGNOSTIC_IGNORE("-Wdeprecated-declarations")
+
+  destTrack1.copyFrom(sourceTrack, true);  // Should do full deep copy
+
+  ACTS_DIAGNOSTIC_POP()
+
+  // Verify it worked like the non-boolean copyFrom
+  BOOST_CHECK_EQUAL(destTrack1.nMeasurements(), 25);
+  BOOST_CHECK_EQUAL(destTrack1.chi2(), 78.9f);
+  BOOST_CHECK_EQUAL(destTrack1.nTrackStates(), 2);
+  BOOST_CHECK_NE(destTrack1.tipIndex(), MultiTrajectoryTraits::kInvalid);
+  BOOST_CHECK_NE(destTrack1.stemIndex(), MultiTrajectoryTraits::kInvalid);
+
+  // Verify track states were copied (different indices, same data)
+  std::vector<BoundVector> sourceParams, destParams;
+  for (const auto& ts : sourceTrack.trackStatesReversed()) {
+    sourceParams.insert(sourceParams.begin(), ts.predicted());
+  }
+  for (const auto& ts : destTrack1.trackStatesReversed()) {
+    destParams.insert(destParams.begin(), ts.predicted());
+  }
+
+  BOOST_REQUIRE_EQUAL(sourceParams.size(), destParams.size());
+  for (std::size_t i = 0; i < sourceParams.size(); ++i) {
+    BOOST_CHECK_EQUAL(sourceParams[i], destParams[i]);
+  }
+
+  // Test deprecated copyFrom with copyTrackStates = false
+  auto destTrack2 = tc.makeTrack();
+  destTrack2.appendTrackState();  // Add some initial track states
+  destTrack2.appendTrackState();
+  destTrack2.linkForward();
+
+  ACTS_DIAGNOSTIC_PUSH()
+  ACTS_DIAGNOSTIC_IGNORE("-Wdeprecated-declarations")
+
+  destTrack2.copyFrom(sourceTrack,
+                      false);  // Should behave like copyFromWithoutStates
+
+  ACTS_DIAGNOSTIC_POP()
+
+  // The deprecated method with false should behave like copyFromWithoutStates:
+  // - Copy track properties
+  // - Invalidate tip and stem indices
+  // - Leave existing track states in container but inaccessible
+
+  // Track properties should be copied
+  BOOST_CHECK_EQUAL(destTrack2.nMeasurements(), 25);
+  BOOST_CHECK_EQUAL(destTrack2.chi2(), 78.9f);
+
+  // Tip and stem indices should be invalidated
+  BOOST_CHECK_EQUAL(destTrack2.tipIndex(), 5);
+  BOOST_CHECK_EQUAL(destTrack2.stemIndex(), 4);
+
+  // nTrackStates should return 0 due to invalid indices
+  BOOST_CHECK_EQUAL(destTrack2.nTrackStates(), 2);
+}
+
 BOOST_AUTO_TEST_SUITE_END()

From f57871f4a873f7ea7d41cd80eb95f4117d9d9b77 Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Thu, 28 Aug 2025 09:37:08 +0200
Subject: [PATCH 36/56] fix: Improve layer surface array lookup with
 representative intersection (#4551)

Try to intersect the representative surface of the layer to get a better estimate of the position to lookup the surface grid. If the intersection is not successful this falls back to the original behavior.

This will have a computational overhead but should lead to better physics results. After tuning the ITk surface grid we started seeing missing innermost hits in the innermost barrel layer due to high inclination of the track.
---
 .../performance_finding_ckf.root              | Bin 44689 -> 44572 bytes
 .../performance_finding_ckf_ambi.root         | Bin 40355 -> 40641 bytes
 .../performance_finding_ckf_ml_solver.root    | Bin 40312 -> 40376 bytes
 .../performance_fitting_ckf.root              | Bin 213272 -> 211988 bytes
 .../performance_seeding.root                  | Bin 48367 -> 48302 bytes
 ...ance_vertexing_amvf_gauss_notime_hist.root | Bin 50380 -> 50364 bytes
 ...ormance_vertexing_amvf_grid_time_hist.root | Bin 50529 -> 50456 bytes
 .../tracksummary_ckf_hist.root                | Bin 42494 -> 42473 bytes
 .../performance_trackfitting.root             | Bin 236366 -> 236130 bytes
 .../performance_trackrefitting.root           | Bin 222266 -> 222818 bytes
 Core/src/Geometry/Layer.cpp                   |  14 +++++++++++++-
 Examples/Python/tests/root_file_hashes.txt    |   2 +-
 12 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf.root
index a424831182b9ec65665525d4948143829027bd35..e319e3e44dadbfa360c265a416f11c3733edf5c3 100644
GIT binary patch
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ambi.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ambi.root
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ml_solver.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ml_solver.root
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_vertexing_amvf_gauss_notime_hist.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_vertexing_amvf_gauss_notime_hist.root
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index 65f2fb986cc28087e8f7b9196a88378962a0dca2..c6ce9e9b26b5c3d04b89e7856c75d2d7025f3131 100644
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diff --git a/Core/src/Geometry/Layer.cpp b/Core/src/Geometry/Layer.cpp
index 7cc3448c3fc..ebcb52e3a24 100644
--- a/Core/src/Geometry/Layer.cpp
+++ b/Core/src/Geometry/Layer.cpp
@@ -192,9 +192,21 @@ Layer::compatibleSurfaces(const GeometryContext& gctx, const Vector3& position,
   // check the sensitive surfaces if you have some
   if (m_surfaceArray && (options.resolveMaterial || options.resolvePassive ||
                          options.resolveSensitive)) {
+    Vector3 lookupPosition = position;
+
+    // if possible use a position on the representative surface for the surface
+    // array lookup
+    if (SurfaceIntersection intersection =
+            surfaceRepresentation()
+                .intersect(gctx, position, direction)
+                .closest();
+        intersection.isValid()) {
+      lookupPosition = intersection.position();
+    }
+
     // get the candidates
     const std::vector<const Surface*>& sensitiveSurfaces =
-        m_surfaceArray->neighbors(position);
+        m_surfaceArray->neighbors(lookupPosition);
     // loop through and veto
     // - if the approach surface is the parameter surface
     // - if the surface is not compatible with the type(s) that are collected
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index 800691580f8..d53e6f02dcd 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -7,7 +7,7 @@ test_seeding__estimatedparams.root: 5875a3f93f2b0925ea401b84b1fa4caba5ea26203674
 test_seeding__performance_seeding.root: 992f9c611d30dde0d3f3ab676bab19ada61ab6a4442828e27b65ec5e5b7a2880
 test_seeding__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c
 test_seeding__particles_simulation.root: d3e2deeb5593f57c444c95829a1f9c4209b235aeec437930a46075e530dcf7e8
-test_hashing_seeding__estimatedparams.root: e59070a2950e880b17fefd15197274df0919657cdc707f614cf4c189a33baac3
+test_hashing_seeding__estimatedparams.root: 4af75a82b7893cc866e2eedc867808af6dae3db31433f8f3e86ed5b46409a673
 test_seeding_orthogonal__estimatedparams.root: 085b27a8e6048f6a8edef4f938e4996fce174371301e5c0c405abb001625f702
 test_seeding_orthogonal__performance_seeding.root: 60fbedcf5cb2b37cd8e526251940564432890d3a159d231ed819e915a904682c
 test_seeding_orthogonal__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c

From 3dce24c303c903ee9b37371e0c5d67a328ea3b01 Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Thu, 28 Aug 2025 13:20:46 +0200
Subject: [PATCH 37/56] docs: ACTS all caps (#4589)

Fixes a few cases where Acts was used instead of ACTS
---
 CODE_OF_CONDUCT.md                      |  2 +-
 README.md                               | 18 +++++++++---------
 Tests/DownstreamProject/README.md       |  4 ++--
 Tests/DownstreamProjectNodeps/README.md |  4 ++--
 docs/examples/full_chain_odd.md         |  2 +-
 docs/getting_started.md                 |  4 ++--
 6 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
index c66b362258e..52682c46916 100644
--- a/CODE_OF_CONDUCT.md
+++ b/CODE_OF_CONDUCT.md
@@ -1,6 +1,6 @@
 # Code Of Conduct
 
-The Acts project observes [CERN's Code of Conduct](https://cern.ch/codeofconduct).
+The ACTS project observes [CERN's Code of Conduct](https://cern.ch/codeofconduct).
 Below is a plain text summary of the [official PDF](https://cds.cern.ch/record/2240689/files/BrochureCodeofConductEN.pdf?)
 as of 1. April 2020. Please consult the [PDF](https://cds.cern.ch/record/2240689/files/BrochureCodeofConductEN.pdf?)
 for up-to-date information.
diff --git a/README.md b/README.md
index 5337e811908..028d52634dc 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# Acts Common Tracking Software
+# ACTS Common Tracking Software
 
 or *A Common Tracking Software* if you do not like recursive acronyms
 
@@ -9,14 +9,14 @@ or *A Common Tracking Software* if you do not like recursive acronyms
 [![Status](https://badgen.net/github/checks/acts-project/acts/main)](https://github.com/acts-project/acts/actions)
 [![Metrics](https://badgen.net/badge/metric/tracker/purple)](https://acts-project.github.io/metrics/)
 
-Acts is an experiment-independent toolkit for (charged) particle track
+ACTS is an experiment-independent toolkit for (charged) particle track
 reconstruction in (high energy) physics experiments implemented in modern C++.
 
-More information can be found in the [Acts documentation](https://acts.readthedocs.io/).
+More information can be found in the [ACTS documentation](https://acts.readthedocs.io/).
 
 ## Quick start
 
-Acts is developed in C++ and is build using [CMake](https://cmake.org). Building
+ACTS is developed in C++ and is build using [CMake](https://cmake.org). Building
 the core library requires a C++20 compatible compiler,
 [Boost](https://www.boost.org), and [Eigen](https://eigen.tuxfamily.org). The
 following commands will clone the repository, configure, and build the core
@@ -30,7 +30,7 @@ cmake --build <build>
 
 For more details, e.g. specific versions and additional dependencies, have a
 look at the [getting started guide](docs/getting_started.md). If you find a bug,
-have a feature request, or want to contribute to Acts, have a look at the
+have a feature request, or want to contribute to ACTS, have a look at the
 [contribution guidelines](CONTRIBUTING.rst).
 
 ## Versioning and public API
@@ -43,7 +43,7 @@ and subject to the semantic versioning rules. The details are outlined in the
 
 ## Repository organization
 
-The repository contains all code of the Acts projects, not just the core library
+The repository contains all code of the ACTS projects, not just the core library
 that a physics experiment is expected to use as part of its reconstruction code.
 All optional components are disabled by default. Please see the
 [getting started guide](docs/getting_started.md) on how-to enable them.
@@ -66,13 +66,13 @@ All optional components are disabled by default. Please see the
 
 ## Authors and license
 
-Contributors to the Acts project are listed in the [AUTHORS](AUTHORS) file.
+Contributors to the ACTS project are listed in the [AUTHORS](AUTHORS) file.
 
-The Acts project is published under the terms of the Mozilla Public License, v. 2.0.
+The ACTS project is published under the terms of the Mozilla Public License, v. 2.0.
 A copy of the license can be found in the [LICENSE](LICENSE) file or at
 https://mozilla.org/MPL/2.0/ .
 
-The Acts project contains copies of the following external packages:
+The ACTS project contains copies of the following external packages:
 
 -   [OpenDataDetector](https://github.com/acts-project/OpenDataDetector)
     licensed under the MPLv2 license.
diff --git a/Tests/DownstreamProject/README.md b/Tests/DownstreamProject/README.md
index 88cebb29920..0e1eec86f1e 100644
--- a/Tests/DownstreamProject/README.md
+++ b/Tests/DownstreamProject/README.md
@@ -1,6 +1,6 @@
-# Example Acts downstream project
+# Example ACTS downstream project
 
-This project demonstrates how to use Acts in a downstream project. Acts is used
+This project demonstrates how to use ACTS in a downstream project. ACTS is used
 as an external package and is expected to be installed by the user. The project
 is intentionally bare-bones. It only shows how to set up the CMake configuration
 but does not implement any functionality.
diff --git a/Tests/DownstreamProjectNodeps/README.md b/Tests/DownstreamProjectNodeps/README.md
index 88cebb29920..0e1eec86f1e 100644
--- a/Tests/DownstreamProjectNodeps/README.md
+++ b/Tests/DownstreamProjectNodeps/README.md
@@ -1,6 +1,6 @@
-# Example Acts downstream project
+# Example ACTS downstream project
 
-This project demonstrates how to use Acts in a downstream project. Acts is used
+This project demonstrates how to use ACTS in a downstream project. ACTS is used
 as an external package and is expected to be installed by the user. The project
 is intentionally bare-bones. It only shows how to set up the CMake configuration
 but does not implement any functionality.
diff --git a/docs/examples/full_chain_odd.md b/docs/examples/full_chain_odd.md
index 80a9b666a55..aef2895cb75 100644
--- a/docs/examples/full_chain_odd.md
+++ b/docs/examples/full_chain_odd.md
@@ -4,7 +4,7 @@ The OpenDataDetector (ODD) is fictitious silicon detector which resides in its o
 
 Our full chain ODD example is written in Python and can be found [here](https://github.com/acts-project/acts/blob/main/Examples/Scripts/Python/full_chain_odd.py).
 
-The first step is to load the ODD detector description and to construct the detector. `getOpenDataDetectorDirectory` gives us the ODD folder within the `thirdparty` directory in Acts. We load our preferred material map and provide it to the detector construction `getOpenDataDetector`.
+The first step is to load the ODD detector description and to construct the detector. `getOpenDataDetectorDirectory` gives us the ODD folder within the `thirdparty` directory in ACTS. We load our preferred material map and provide it to the detector construction `getOpenDataDetector`.
 
 ```python
 actsDir = pathlib.Path(__file__).parent.parent.parent.parent
diff --git a/docs/getting_started.md b/docs/getting_started.md
index 6b5b0aecaf3..9264940fd1f 100644
--- a/docs/getting_started.md
+++ b/docs/getting_started.md
@@ -54,7 +54,7 @@ versions of all dependencies are provided e.g. by the [LCG
 releases](https://lcginfo.cern.ch/) starting from [LCG 102b](https://lcginfo.cern.ch/release/102b/).
 For convenience, it is possible to build the required boost and eigen3 dependencies using the ACTS build system; see [Build options](#build-options).
 Other options are also
-available and are discussed in the [Building Acts](#building-acts) section.
+available and are discussed in the [Building ACTS](#building-acts) section.
 
 [Profiling](contribution/profiling.md) details the prerequisites for profiling the ACTS project with gperftools.
 
@@ -376,7 +376,7 @@ To use it, you will then need to build ACTS with the `ACTS_BUILD_ODD` option and
 You can now use the ODD in the python binding by using:
 
 ```python
-oddMaterialDeco = acts.IMaterialDecorator.fromFile("PATH_TO_Acts/thirdparty/OpenDataDetector/data/odd-material-maps.root")
+oddMaterialDeco = acts.IMaterialDecorator.fromFile("PATH_TO_ACTS/thirdparty/OpenDataDetector/data/odd-material-maps.root")
 detector = getOpenDataDetector(oddMaterialDeco)
 trackingGeometry = detector.trackingGeometry()
 decorators = detector.contextDecorators()

From f2ff9c19d900df27e800a71ef610f1ee9eaa4a44 Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Thu, 28 Aug 2025 16:36:35 +0300
Subject: [PATCH 38/56] docs: Fix doc comment on copyFromWithoutStates (#4588)

This previously in correctly stated that the track state indices remain as they were, but I've changed this behavior without adjusting the comment accordingly.
---
 Core/include/Acts/EventData/TrackProxy.hpp | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/Core/include/Acts/EventData/TrackProxy.hpp b/Core/include/Acts/EventData/TrackProxy.hpp
index f1542cbd42c..01bb5c90d88 100644
--- a/Core/include/Acts/EventData/TrackProxy.hpp
+++ b/Core/include/Acts/EventData/TrackProxy.hpp
@@ -695,13 +695,15 @@ class TrackProxy {
   /// - All dynamic track columns
   ///
   /// **What does NOT get copied:**
-  /// - Track states (existing track states remain unchanged)
-  /// - tipIndex() and stemIndex() (track state linking is preserved)
+  /// - Track states (existing track states remain unchanged in the container)
   ///
   /// **Result:**
-  /// - The destination track keeps its existing track state sequence
   /// - All track-level properties are updated to match the source
-  /// - Track state tip and stem indices will be set to kInvalid
+  /// - tipIndex() and stemIndex() are set to kInvalid (track states become
+  /// inaccessible)
+  /// - Existing track states remain in the container but are no longer linked
+  /// to this track
+  /// - nTrackStates() will return 0 due to invalid indices
   ///
   /// @note Only available if the track proxy is not read-only
   /// @note Both track containers must have compatible dynamic columns

From 2743010676219f0aded56f282b5ad4bf096c93a6 Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Thu, 28 Aug 2025 19:04:41 +0300
Subject: [PATCH 39/56] feat: Test temporary directory can be disabled (#4568)

Sometimes it's useful to be able to put the output files in tests in the working directory, and not clean them up. With this PR, if `ACTS_NO_TEST_TEMP` is set, the temporary directory helper will just point at the local working directory, and not delete files on destruction.
---
 .../CommonHelpers/TemporaryDirectory.hpp      | 26 ++++++++++++++++++-
 1 file changed, 25 insertions(+), 1 deletion(-)

diff --git a/Tests/CommonHelpers/include/Acts/Tests/CommonHelpers/TemporaryDirectory.hpp b/Tests/CommonHelpers/include/Acts/Tests/CommonHelpers/TemporaryDirectory.hpp
index 87f07074800..0711c4a4386 100644
--- a/Tests/CommonHelpers/include/Acts/Tests/CommonHelpers/TemporaryDirectory.hpp
+++ b/Tests/CommonHelpers/include/Acts/Tests/CommonHelpers/TemporaryDirectory.hpp
@@ -16,8 +16,28 @@
 namespace Acts::Test {
 
 class TemporaryDirectory {
+  static bool skipTemporary() {
+    static const bool flag = [] {
+      const char* envvar = std::getenv("ACTS_NO_TEST_TEMP");
+      if (envvar != nullptr) {
+        std::string val{envvar};
+        if (val != "") {
+          return true;
+        }
+      }
+      return false;
+    }();
+
+    return flag;
+  }
+
  public:
   TemporaryDirectory() {
+    if (skipTemporary()) {
+      m_dir = std::filesystem::current_path();
+      return;
+    }
+
     auto base = std::filesystem::temp_directory_path();
 
     const auto& testName =
@@ -28,7 +48,11 @@ class TemporaryDirectory {
     std::filesystem::create_directory(m_dir);
   }
 
-  ~TemporaryDirectory() { std::filesystem::remove_all(m_dir); }
+  ~TemporaryDirectory() {
+    if (!skipTemporary()) {
+      std::filesystem::remove_all(m_dir);
+    }
+  }
 
   const std::filesystem::path& path() const { return m_dir; }
 

From be8f93d286c694add1c9dbd0b6af823785c20b95 Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Thu, 28 Aug 2025 19:51:09 +0200
Subject: [PATCH 40/56] revert: "fix: Improve layer surface array lookup with
 representative intersection (#4551)" (#4590)

This affects ITk tracking drastically for currently unknown reasons. Let's revert this for now and follow up later
---
 .../performance_finding_ckf.root              | Bin 44572 -> 44689 bytes
 .../performance_finding_ckf_ambi.root         | Bin 40641 -> 40355 bytes
 .../performance_finding_ckf_ml_solver.root    | Bin 40376 -> 40312 bytes
 .../performance_fitting_ckf.root              | Bin 211988 -> 213272 bytes
 .../performance_seeding.root                  | Bin 48302 -> 48367 bytes
 ...ance_vertexing_amvf_gauss_notime_hist.root | Bin 50364 -> 50380 bytes
 ...ormance_vertexing_amvf_grid_time_hist.root | Bin 50456 -> 50529 bytes
 .../tracksummary_ckf_hist.root                | Bin 42473 -> 42494 bytes
 .../performance_trackfitting.root             | Bin 236130 -> 236366 bytes
 .../performance_trackrefitting.root           | Bin 222818 -> 222266 bytes
 Core/src/Geometry/Layer.cpp                   |  14 +-------------
 Examples/Python/tests/root_file_hashes.txt    |   2 +-
 12 files changed, 2 insertions(+), 14 deletions(-)

diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf.root
index e319e3e44dadbfa360c265a416f11c3733edf5c3..a424831182b9ec65665525d4948143829027bd35 100644
GIT binary patch
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ambi.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ambi.root
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_seeding.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_seeding.root
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/tracksummary_ckf_hist.root b/CI/physmon/reference/trackfinding_ttbar_pu200/tracksummary_ckf_hist.root
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diff --git a/CI/physmon/reference/trackrefitting_gsf/performance_trackrefitting.root b/CI/physmon/reference/trackrefitting_gsf/performance_trackrefitting.root
index ffe7d9b187187ae9e828a2b50019e7bc6b9a51e1..12378605e66f610707d09d2cc4b03f54416e2f04 100644
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diff --git a/Core/src/Geometry/Layer.cpp b/Core/src/Geometry/Layer.cpp
index ebcb52e3a24..7cc3448c3fc 100644
--- a/Core/src/Geometry/Layer.cpp
+++ b/Core/src/Geometry/Layer.cpp
@@ -192,21 +192,9 @@ Layer::compatibleSurfaces(const GeometryContext& gctx, const Vector3& position,
   // check the sensitive surfaces if you have some
   if (m_surfaceArray && (options.resolveMaterial || options.resolvePassive ||
                          options.resolveSensitive)) {
-    Vector3 lookupPosition = position;
-
-    // if possible use a position on the representative surface for the surface
-    // array lookup
-    if (SurfaceIntersection intersection =
-            surfaceRepresentation()
-                .intersect(gctx, position, direction)
-                .closest();
-        intersection.isValid()) {
-      lookupPosition = intersection.position();
-    }
-
     // get the candidates
     const std::vector<const Surface*>& sensitiveSurfaces =
-        m_surfaceArray->neighbors(lookupPosition);
+        m_surfaceArray->neighbors(position);
     // loop through and veto
     // - if the approach surface is the parameter surface
     // - if the surface is not compatible with the type(s) that are collected
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index d53e6f02dcd..800691580f8 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -7,7 +7,7 @@ test_seeding__estimatedparams.root: 5875a3f93f2b0925ea401b84b1fa4caba5ea26203674
 test_seeding__performance_seeding.root: 992f9c611d30dde0d3f3ab676bab19ada61ab6a4442828e27b65ec5e5b7a2880
 test_seeding__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c
 test_seeding__particles_simulation.root: d3e2deeb5593f57c444c95829a1f9c4209b235aeec437930a46075e530dcf7e8
-test_hashing_seeding__estimatedparams.root: 4af75a82b7893cc866e2eedc867808af6dae3db31433f8f3e86ed5b46409a673
+test_hashing_seeding__estimatedparams.root: e59070a2950e880b17fefd15197274df0919657cdc707f614cf4c189a33baac3
 test_seeding_orthogonal__estimatedparams.root: 085b27a8e6048f6a8edef4f938e4996fce174371301e5c0c405abb001625f702
 test_seeding_orthogonal__performance_seeding.root: 60fbedcf5cb2b37cd8e526251940564432890d3a159d231ed819e915a904682c
 test_seeding_orthogonal__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c

From 545092bdc497a16e8c61c8155109be46887621a1 Mon Sep 17 00:00:00 2001
From: Andreas Salzburger <asalzburger@gmail.com>
Date: Fri, 29 Aug 2025 11:21:43 +0200
Subject: [PATCH 41/56] feat: SurfaceArray to Svg conversion for Gen1 and Gen3
 (#4193)

This PR adds / fixes the SurfaceArrray Svg conversion for Gen1 and Gen3.



Co-authored-by: Paul Gessinger <1058585+paulgessinger@users.noreply.github.com>
---
 .../SurfaceArrayNavigationPolicy.hpp          |  4 ++
 .../SurfaceArrayNavigationPolicy.cpp          |  4 ++
 Examples/Python/src/Svg.cpp                   | 33 ++++++++-
 .../Acts/Plugins/ActSVG/GridSvgConverter.hpp  |  2 +-
 .../ActSVG/IndexedSurfacesSvgConverter.hpp    | 16 +++--
 .../ActSVG/SurfaceArraySvgConverter.hpp       | 28 ++++----
 .../Plugins/ActSVG/SurfaceSvgConverter.hpp    |  2 +-
 .../include/Acts/Plugins/ActSVG/SvgUtils.hpp  | 28 ++++++++
 .../ActSVG/TrackingGeometrySvgConverter.hpp   |  5 ++
 Plugins/ActSVG/src/LayerSvgConverter.cpp      |  6 +-
 .../ActSVG/src/SurfaceArraySvgConverter.cpp   | 58 +++++++--------
 .../src/TrackingGeometrySvgConverter.cpp      | 71 +++++++++++++++++++
 .../CommonHelpers/TemporaryDirectory.hpp      |  2 +-
 .../TrackingGeometrySvgConverterTests.cpp     | 17 ++++-
 14 files changed, 213 insertions(+), 63 deletions(-)

diff --git a/Core/include/Acts/Navigation/SurfaceArrayNavigationPolicy.hpp b/Core/include/Acts/Navigation/SurfaceArrayNavigationPolicy.hpp
index 731122caff7..b2e6aa687e5 100644
--- a/Core/include/Acts/Navigation/SurfaceArrayNavigationPolicy.hpp
+++ b/Core/include/Acts/Navigation/SurfaceArrayNavigationPolicy.hpp
@@ -74,6 +74,10 @@ class SurfaceArrayNavigationPolicy : public INavigationPolicy {
     return os;
   }
 
+  /// Const reference access to the layer array
+  /// @return The surface array
+  const SurfaceArray& surfaceArray() const;
+
  private:
   std::unique_ptr<SurfaceArray> m_surfaceArray{};
   const TrackingVolume& m_volume;
diff --git a/Core/src/Navigation/SurfaceArrayNavigationPolicy.cpp b/Core/src/Navigation/SurfaceArrayNavigationPolicy.cpp
index ae5689aee2f..d02cb5afd66 100644
--- a/Core/src/Navigation/SurfaceArrayNavigationPolicy.cpp
+++ b/Core/src/Navigation/SurfaceArrayNavigationPolicy.cpp
@@ -90,6 +90,10 @@ void SurfaceArrayNavigationPolicy::initializeCandidates(
   };
 }
 
+const Acts::SurfaceArray& SurfaceArrayNavigationPolicy::surfaceArray() const {
+  return *m_surfaceArray;
+}
+
 void SurfaceArrayNavigationPolicy::connect(NavigationDelegate& delegate) const {
   connectDefault<SurfaceArrayNavigationPolicy>(delegate);
 }
diff --git a/Examples/Python/src/Svg.cpp b/Examples/Python/src/Svg.cpp
index 098f001bbfe..d0c732cf24f 100644
--- a/Examples/Python/src/Svg.cpp
+++ b/Examples/Python/src/Svg.cpp
@@ -12,14 +12,17 @@
 #include "Acts/Geometry/CylinderVolumeBounds.hpp"
 #include "Acts/Geometry/GeometryContext.hpp"
 #include "Acts/Geometry/GridPortalLink.hpp"
+#include "Acts/Geometry/Layer.hpp"
 #include "Acts/Geometry/PortalLinkBase.hpp"
 #include "Acts/Geometry/TrackingGeometry.hpp"
 #include "Acts/Geometry/TrackingVolume.hpp"
+#include "Acts/Navigation/SurfaceArrayNavigationPolicy.hpp"
 #include "Acts/Plugins/ActSVG/DetectorSvgConverter.hpp"
 #include "Acts/Plugins/ActSVG/DetectorVolumeSvgConverter.hpp"
 #include "Acts/Plugins/ActSVG/IndexedSurfacesSvgConverter.hpp"
 #include "Acts/Plugins/ActSVG/LayerSvgConverter.hpp"
 #include "Acts/Plugins/ActSVG/PortalSvgConverter.hpp"
+#include "Acts/Plugins/ActSVG/SurfaceArraySvgConverter.hpp"
 #include "Acts/Plugins/ActSVG/SurfaceSvgConverter.hpp"
 #include "Acts/Plugins/ActSVG/SvgUtils.hpp"
 #include "Acts/Plugins/ActSVG/TrackingGeometrySvgConverter.hpp"
@@ -207,7 +210,33 @@ void addSvg(Context& ctx) {
 
   auto svg = m.def_submodule("svg");
 
-  svg.def("toFile", &Svg::toFile);
+  {
+    svg.def("toFile", &Acts::Svg::toFile, py::arg("objects"),
+            py::arg("filename"));
+  }
+
+  py::class_<actsvg::svg::object>(svg, "object")
+      .def_readwrite("id", &actsvg::svg::object::_id);
+
+  py::class_<actsvg::svg::file>(svg, "file")
+      .def(py::init<>())
+      .def("add_object", &actsvg::svg::file::add_object)
+      .def("add_objects", &actsvg::svg::file::add_objects)
+      .def("clip",
+           [](actsvg::svg::file& self, std::array<actsvg::scalar, 4> box) {
+             self.set_view_box(box);
+           })
+      .def("write",
+           [](const actsvg::svg::file& self, const std::string& filename) {
+             std::ofstream file(filename);
+             file << self;
+             file.close();
+           });
+
+  {
+    svg.def("toFile", &Acts::Svg::toFile, py::arg("objects"),
+            py::arg("filename"));
+  }
 
   // Core components, added as an acts.svg submodule
   {
@@ -353,6 +382,8 @@ void addSvg(Context& ctx) {
   // How a detector is drawn: Svg Detector options & drawning
   { svg.def("drawDetector", &drawDetector); }
 
+  { svg.def("drawSurfaceArrays", &Svg::drawSurfaceArrays); }
+
   // Legacy geometry drawing
   {
     using DefinedStyle = std::pair<GeometryIdentifier, Svg::Style>;
diff --git a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/GridSvgConverter.hpp b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/GridSvgConverter.hpp
index 1efb229797b..ed94283735d 100644
--- a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/GridSvgConverter.hpp
+++ b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/GridSvgConverter.hpp
@@ -36,7 +36,7 @@ using AxisBound = std::tuple<std::array<double, 2u>, AxisDirection>;
 /// Nested Options struct
 struct Options {
   /// A The style for the surfaces
-  Style style{{150, 150, 150}, 0.5};
+  Style style = defaultGridStyle;
   /// Optional bound - in case of 1-dim grid
   std::optional<AxisBound> optionalBound;
 };
diff --git a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/IndexedSurfacesSvgConverter.hpp b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/IndexedSurfacesSvgConverter.hpp
index 4e738ace0b3..5675b3963f8 100644
--- a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/IndexedSurfacesSvgConverter.hpp
+++ b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/IndexedSurfacesSvgConverter.hpp
@@ -29,10 +29,12 @@
 namespace Acts::Svg {
 
 using ProtoSurface = actsvg::proto::surface<std::vector<Vector3>>;
+using ProtoSurfaces = std::vector<ProtoSurface>;
 using ProtoGrid = actsvg::proto::grid;
+using ProtoAssociations = std::vector<std::vector<std::size_t>>;
+
 using ProtoIndexedSurfaceGrid =
-    std::tuple<std::vector<ProtoSurface>, ProtoGrid,
-               std::vector<std::vector<std::size_t>>>;
+    std::tuple<ProtoSurfaces, ProtoGrid, ProtoAssociations>;
 
 namespace IndexedSurfacesConverter {
 /// Nested options struct
@@ -59,7 +61,7 @@ ProtoIndexedSurfaceGrid convertImpl(const GeometryContext& gctx,
                                     const index_grid& indexGrid,
                                     const Options& cOptions) {
   // The return surfaces
-  std::vector<ProtoSurface> pSurfaces;
+  ProtoSurfaces pSurfaces;
   pSurfaces.reserve(surfaces.size());
 
   // Make a local copy of the grid Options, in case we have to estimate
@@ -126,7 +128,7 @@ ProtoIndexedSurfaceGrid convertImpl(const GeometryContext& gctx,
   auto axes = indexGrid.grid.axes();
 
   // Specify the highlight indices
-  std::vector<std::vector<std::size_t>> highlightIndices;
+  ProtoAssociations highlightIndices;
 
   // 1D connections
   if constexpr (index_grid::grid_type::DIM == 1u) {
@@ -240,9 +242,9 @@ ProtoIndexedSurfaceGrid convert(
     const Experimental::InternalNavigationDelegate& delegate,
     const Options& cOptions) {
   // Prep work what is to be filled
-  std::vector<ProtoSurface> pSurfaces;
+  ProtoSurfaces pSurfaces;
   ProtoGrid pGrid;
-  std::vector<std::vector<std::size_t>> indices;
+  ProtoAssociations indices;
   ProtoIndexedSurfaceGrid sgi = {pSurfaces, pGrid, indices};
   // Convert if dynamic cast happens to work
   unrollConvert(gctx, surfaces, cOptions, sgi, delegate,
@@ -273,7 +275,7 @@ static inline actsvg::svg::object xy(const ProtoIndexedSurfaceGrid& pIndexGrid,
   // The surfaces
   std::vector<actsvg::svg::object> sObs;
   for (const auto& s : pSurfaces) {
-    if (pGrid._type == actsvg::proto::grid::e_z_phi) {
+    if (pGrid._type == ProtoGrid::e_z_phi) {
       sObs.push_back(Acts::Svg::View::zrphi(s, s._name));
     } else {
       sObs.push_back(Acts::Svg::View::xy(s, s._name));
diff --git a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SurfaceArraySvgConverter.hpp b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SurfaceArraySvgConverter.hpp
index 1335a197599..00b91622f79 100644
--- a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SurfaceArraySvgConverter.hpp
+++ b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SurfaceArraySvgConverter.hpp
@@ -11,6 +11,7 @@
 #include "Acts/Definitions/Algebra.hpp"
 #include "Acts/Geometry/GeometryContext.hpp"
 #include "Acts/Geometry/GeometryHierarchyMap.hpp"
+#include "Acts/Plugins/ActSVG/IndexedSurfacesSvgConverter.hpp"
 #include "Acts/Plugins/ActSVG/SvgUtils.hpp"
 #include <actsvg/meta.hpp>
 
@@ -21,19 +22,14 @@ namespace Acts {
 
 class SurfaceArray;
 
-namespace Svg {
-
-using ProtoSurface = actsvg::proto::surface<std::vector<Vector3>>;
-using ProtoSurfaces = std::vector<ProtoSurface>;
-using ProtoGrid = actsvg::proto::grid;
-using ProtoAssociations = std::vector<std::vector<std::size_t>>;
-
-namespace SurfaceArrayConverter {
+namespace Svg::SurfaceArrayConverter {
 
 /// Nested options struct
 struct Options {
   /// Hierarchy map of styles
   GeometryHierarchyMap<Style> surfaceStyles;
+  /// The Grid converter options
+  GridConverter::Options gridOptions;
 };
 
 /// Convert a surface array into needed constituents
@@ -42,16 +38,16 @@ struct Options {
 /// @param surfaceArray is the surface to convert
 /// @param cOptions the conversion options
 ///
-/// @note the type of view is auto-generated from the binning information
+/// @note the type of view is auto-generated from the binning information,
+///       it transforms the surface array into an indexed array of surfaces
+///       and then uses these proto objects, one can thus directly use the
+///       view function of the indexed surface grid
 ///
 /// @return a collection of proto surface object and a grid, and associations
-std::tuple<std::vector<ProtoSurfaces>, ProtoGrid,
-           std::vector<ProtoAssociations>>
-convert(const GeometryContext& gctx, const SurfaceArray& surfaceArray,
-        const Options& cOptions);
-
-}  // namespace SurfaceArrayConverter
+ProtoIndexedSurfaceGrid convert(const GeometryContext& gctx,
+                                const SurfaceArray& surfaceArray,
+                                const Options& cOptions = Options());
 
-}  // namespace Svg
+}  // namespace Svg::SurfaceArrayConverter
 
 }  // namespace Acts
diff --git a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SurfaceSvgConverter.hpp b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SurfaceSvgConverter.hpp
index 54043a65de1..9ee9032ba2f 100644
--- a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SurfaceSvgConverter.hpp
+++ b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SurfaceSvgConverter.hpp
@@ -27,7 +27,7 @@ namespace SurfaceConverter {
 /// Nested Options struct
 struct Options {
   /// A The style for the surfaces
-  Style style;
+  Style style = defaultSensitiveStyle;
   /// Indicate if you want to draw this as a template surface
   bool templateSurface = false;
 };
diff --git a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SvgUtils.hpp b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SvgUtils.hpp
index fda20c41666..07f68752864 100644
--- a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SvgUtils.hpp
+++ b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/SvgUtils.hpp
@@ -76,6 +76,34 @@ struct Style {
   }
 };
 
+/// Default style for sensitive objects
+inline static const Style defaultSensitiveStyle{{66, 166, 245},
+                                                0.85,
+                                                {245, 166, 66},
+                                                {"mouseover", "mouseout"},
+                                                0.25,
+                                                {0, 0, 0},
+                                                2.,
+                                                {0, 0, 0},
+                                                {},
+                                                14u,
+                                                {0},
+                                                72u};
+
+/// Default style for grid objects
+inline static const Style defaultGridStyle{{0, 0, 0},
+                                           0.0,
+                                           {100, 100, 100},
+                                           {"mouseover", "mouseout"},
+                                           0.25,
+                                           {0, 0, 0},
+                                           3.,
+                                           {0, 0, 0},
+                                           {},
+                                           14u,
+                                           {0},
+                                           72u};
+
 /// Create a group
 ///
 /// @param objects are the individual objects to be grouped
diff --git a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/TrackingGeometrySvgConverter.hpp b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/TrackingGeometrySvgConverter.hpp
index 462bc839c35..e1c58736e88 100644
--- a/Plugins/ActSVG/include/Acts/Plugins/ActSVG/TrackingGeometrySvgConverter.hpp
+++ b/Plugins/ActSVG/include/Acts/Plugins/ActSVG/TrackingGeometrySvgConverter.hpp
@@ -87,11 +87,16 @@ std::array<actsvg::svg::object, 2> convert(
     const Options& cOptions);
 }  // namespace TrackingGeometryProjections
 
+[[nodiscard("Not drawing svg outputs")]]
 std::vector<actsvg::svg::object> drawTrackingGeometry(
     const GeometryContext& gctx, const TrackingGeometry& tGeometry,
     std::variant<actsvg::views::x_y, actsvg::views::z_r> view,
     bool drawSurfaces = true, bool highlightMaterial = false);
 
+[[nodiscard("Not drawing svg outputs")]]
+std::vector<actsvg::svg::object> drawSurfaceArrays(
+    const Acts::GeometryContext& gctx, const TrackingGeometry& tGeometry);
+
 }  // namespace Svg
 
 }  // namespace Acts
diff --git a/Plugins/ActSVG/src/LayerSvgConverter.cpp b/Plugins/ActSVG/src/LayerSvgConverter.cpp
index ca999ade6a4..502c483219c 100644
--- a/Plugins/ActSVG/src/LayerSvgConverter.cpp
+++ b/Plugins/ActSVG/src/LayerSvgConverter.cpp
@@ -31,9 +31,9 @@ std::vector<actsvg::svg::object> Acts::Svg::LayerConverter::convert(
     sacOptions.surfaceStyles = cOptions.surfaceStyles;
     auto [surfaces, grid, associations] = SurfaceArrayConverter::convert(
         gctx, *(layer.surfaceArray()), sacOptions);
-    volume._surfaces = surfaces;
+    volume._surfaces = {surfaces};
     volume._surface_grid = grid;
-    volume._grid_associations = associations;
+    volume._grid_associations = {associations};
   }
 
   // The sheet
@@ -93,7 +93,7 @@ std::vector<actsvg::svg::object> Acts::Svg::LayerConverter::convert(
       double z = sfCenter.z();
       // Get the average radius
       avgRadius += radius;
-      // Raw display surfaces for projects
+      // Raw display surfaces for projections
       actsvg::proto::surface<std::vector<Acts::Vector3>> projSurface;
       projSurface._vertices = sf->polyhedronRepresentation(gctx, 1u).vertices;
       // Draw only if they fall into the range restriction - for phi
diff --git a/Plugins/ActSVG/src/SurfaceArraySvgConverter.cpp b/Plugins/ActSVG/src/SurfaceArraySvgConverter.cpp
index 3166adbb724..f38a6bf3c0d 100644
--- a/Plugins/ActSVG/src/SurfaceArraySvgConverter.cpp
+++ b/Plugins/ActSVG/src/SurfaceArraySvgConverter.cpp
@@ -16,9 +16,7 @@
 #include <algorithm>
 #include <numbers>
 
-std::tuple<std::vector<Acts::Svg::ProtoSurfaces>, Acts::Svg::ProtoGrid,
-           std::vector<Acts::Svg::ProtoAssociations> >
-Acts::Svg::SurfaceArrayConverter::convert(
+Acts::Svg::ProtoIndexedSurfaceGrid Acts::Svg::SurfaceArrayConverter::convert(
     const GeometryContext& gctx, const SurfaceArray& surfaceArray,
     const SurfaceArrayConverter::Options& cOptions) {
   // Prepare the return objects
@@ -32,7 +30,8 @@ Acts::Svg::SurfaceArrayConverter::convert(
   auto binning = surfaceArray.binningValues();
   auto axes = surfaceArray.getAxes();
 
-  enum ViewType { cylinder, polar, planar, none };
+  enum class ViewType { cylinder, polar, planar, none };
+  using enum ViewType;
   ViewType vType = none;
 
   if (!binning.empty() && binning.size() == 2 && axes.size() == 2) {
@@ -40,8 +39,7 @@ Acts::Svg::SurfaceArrayConverter::convert(
     std::vector<double> edges0;
     std::vector<double> edges1;
     // Helper method to convert from ACTS to Grid edges
-    auto convertGridEdges = [](const std::vector<double>& actsEdges)
-        -> std::vector<actsvg::scalar> {
+    auto convertGridEdges = [](const std::vector<double>& actsEdges) {
       std::vector<actsvg::scalar> svgEdges;
       svgEdges.reserve(actsEdges.size());
       for (const auto ae : actsEdges) {
@@ -85,13 +83,21 @@ Acts::Svg::SurfaceArrayConverter::convert(
     pGrid._edges_1 = convertGridEdges(edges1);
   }
 
+  auto [fill, stroke] = cOptions.gridOptions.style.fillAndStroke();
+  pGrid._fill = fill;
+  pGrid._stroke = stroke;
+
   // Find the template surfaces & prepare template objects to be assigned
   std::vector<actsvg::svg::object> templateObjects;
   std::vector<const SurfaceBounds*> templateBounds;
 
+  // Estimate a reference radius
+  double radius = 0.;
   for (const auto& sf : surfaces) {
     // Get bounds and check them
     const SurfaceBounds& sBounds = sf->bounds();
+    radius += Acts::VectorHelpers::perp(sf->center(gctx));
+
     // Helper to find bounds
     auto sameBounds = [&](const SurfaceBounds* test) {
       return ((*test) == sBounds);
@@ -117,14 +123,15 @@ Acts::Svg::SurfaceArrayConverter::convert(
       templateObjects.push_back(referenceObject);
     }
   }
+  radius /= static_cast<double>(surfaces.size());
 
-  // Estimate a reference radius
-  double radius = 0.;
+  // scale the grid edges
+  if (pGrid._type == actsvg::proto::grid::e_z_phi) {
+    pGrid._reference_r = static_cast<float>(radius);
+  }
 
   // Now draw the surfaces from the correct template
   for (const auto& sf : surfaces) {
-    radius += Acts::VectorHelpers::perp(sf->center(gctx));
-
     // Let's get the right style
     SurfaceConverter::Options sOptions;
     sOptions.templateSurface = vType != cylinder;
@@ -133,7 +140,6 @@ Acts::Svg::SurfaceArrayConverter::convert(
     if (sfStyle != cOptions.surfaceStyles.end()) {
       sOptions.style = *sfStyle;
     }
-
     // Convert the surface from ACTS to actsvg
     auto cSurface = Acts::Svg::SurfaceConverter::convert(gctx, *sf, sOptions);
     cSurface._name = "Module_n_" + std::to_string(pSurfaces.size());
@@ -141,21 +147,6 @@ Acts::Svg::SurfaceArrayConverter::convert(
     cSurface._aux_info["grid_info"] = {
         "* module " + std::to_string(pSurfaces.size()) +
         ", surface = " + std::to_string(sf->geometryId().sensitive())};
-    // Assign the template for cylinder layers
-    if (vType == cylinder) {
-      const SurfaceBounds& sBounds = sf->bounds();
-      // Helper to find bounds
-      auto sameBounds = [&](const SurfaceBounds* test) {
-        return ((*test) == sBounds);
-      };
-      // Check if you have this template object already
-      auto tBounds = std::ranges::find_if(templateBounds, sameBounds);
-      // New reference bounds and new reference object
-      if (tBounds != templateBounds.end()) {
-        std::size_t tObject = std::distance(templateBounds.begin(), tBounds);
-        cSurface._template_object = templateObjects[tObject];
-      }
-    }
     // Correct view transform for disc/planar layers
     if (vType == planar || vType == polar) {
       // Get the transform and estimate the rotation of phi
@@ -175,10 +166,9 @@ Acts::Svg::SurfaceArrayConverter::convert(
                                  static_cast<actsvg::scalar>(surfaceCenter[1])};
       cSurface._transform._rot = {static_cast<actsvg::scalar>(alpha), 0., 0.};
     }
-
+    cSurface._radii[0u] = static_cast<float>(radius);
     pSurfaces.push_back(cSurface);
   }
-  radius /= surfaces.size();
 
   // Create the bin associations
   for (unsigned int il0 = 1; il0 < pGrid._edges_0.size(); ++il0) {
@@ -202,10 +192,16 @@ Acts::Svg::SurfaceArrayConverter::convert(
         }
       }
       pAssociations.push_back(binnAssoc);
+      // Register the bin naming
+      std::string binInfo = std::string("- bin : [") + std::to_string(il0) +
+                            std::string(", ") + std::to_string(il1) +
+                            std::string("]") + '\n';
+      binInfo += " - center : (" + std::to_string(p0) + ", " +
+                 std::to_string(p1) + ")";
+
+      pGrid._bin_ids.push_back(binInfo);
     }
   }
   // Return the surfaces and the grid
-  std::vector<ProtoSurfaces> pSurfaceBatches = {pSurfaces};
-  std::vector<ProtoAssociations> pAssociationBatchs = {pAssociations};
-  return {pSurfaceBatches, pGrid, pAssociationBatchs};
+  return {pSurfaces, pGrid, pAssociations};
 }
diff --git a/Plugins/ActSVG/src/TrackingGeometrySvgConverter.cpp b/Plugins/ActSVG/src/TrackingGeometrySvgConverter.cpp
index a62e7b5f1bb..20d2514ea0f 100644
--- a/Plugins/ActSVG/src/TrackingGeometrySvgConverter.cpp
+++ b/Plugins/ActSVG/src/TrackingGeometrySvgConverter.cpp
@@ -14,8 +14,10 @@
 #include "Acts/Geometry/GridPortalLink.hpp"
 #include "Acts/Geometry/TrackingGeometry.hpp"
 #include "Acts/Geometry/TrackingVolume.hpp"
+#include "Acts/Navigation/SurfaceArrayNavigationPolicy.hpp"
 #include "Acts/Plugins/ActSVG/DetectorVolumeSvgConverter.hpp"
 #include "Acts/Plugins/ActSVG/PortalSvgConverter.hpp"
+#include "Acts/Plugins/ActSVG/SurfaceArraySvgConverter.hpp"
 #include "Acts/Plugins/ActSVG/SurfaceSvgConverter.hpp"
 #include "Acts/Utilities/Zip.hpp"
 
@@ -385,4 +387,73 @@ std::vector<actsvg::svg::object> drawTrackingGeometry(
   return objects;
 }
 
+namespace {
+
+struct SurfaceArrayCollector {
+  std::vector<std::tuple<Acts::GeometryIdentifier, const Acts::SurfaceArray*>>
+      surfaceArrays;
+  // Visitor pattern to collect the surface arrays
+  void operator()(const Acts::TrackingVolume* tVolume) {
+    // This is trying Gen1 first
+    const auto& cLayers = tVolume->confinedLayers();
+    if (cLayers != nullptr) {
+      for (const auto& layer : cLayers->arrayObjects()) {
+        if (layer != nullptr) {
+          const auto& surfaceArray = layer->surfaceArray();
+          if (surfaceArray != nullptr) {
+            surfaceArrays.emplace_back(layer->geometryId(), surfaceArray);
+          }
+        }
+      }
+    }
+    // Now try Gen3
+    if (const auto* policyPtr = tVolume->navigationPolicy();
+        policyPtr != nullptr) {
+      policyPtr->visit([&](const auto& policy) {
+        if (auto sArrayPolicy =
+                dynamic_cast<const Acts::SurfaceArrayNavigationPolicy*>(
+                    &policy);
+            sArrayPolicy != nullptr) {
+          surfaceArrays.emplace_back(tVolume->geometryId(),
+                                     &sArrayPolicy->surfaceArray());
+        }
+      });
+    }
+  }
+};
+}  // namespace
+
+// Helper function to be picked to draw surface arrays
+std::vector<actsvg::svg::object> drawSurfaceArrays(
+    const Acts::GeometryContext& gctx, const TrackingGeometry& tGeometry) {
+  // The svg objects to be returned
+  std::vector<actsvg::svg::object> svgSurfaceArrays;
+
+  std::vector<const Acts::SurfaceArray*> surfaceArrays;
+  // Retrieve the surface arrays from the geometry
+  // - try Gen1 first
+  SurfaceArrayCollector saCollector;
+  tGeometry.visitVolumes(saCollector);
+  // Now draw the surface arrays
+  for (const auto& [geoId, surfaceArray] : saCollector.surfaceArrays) {
+    // Get the surface array and convert it
+    auto pIndexedSurfaceGrid =
+        Svg::SurfaceArrayConverter::convert(gctx, *surfaceArray);
+
+    // Decide the xy / rz view on the grid
+    const auto& [pSurfaces, pGrid, pAssociations] = pIndexedSurfaceGrid;
+    std::string sArrayName =
+        "SurfaceArray_vol" + std::to_string(geoId.volume());
+    sArrayName += "_lay" + std::to_string(geoId.layer());
+    if (pGrid._type == actsvg::proto::grid::e_r_phi) {
+      svgSurfaceArrays.emplace_back(
+          Svg::View::xy(pIndexedSurfaceGrid, "xy_" + sArrayName));
+    } else if (pGrid._type == actsvg::proto::grid::e_z_phi) {
+      svgSurfaceArrays.emplace_back(
+          Svg::View::xy(pIndexedSurfaceGrid, "zphi_" + sArrayName));
+    }
+  }
+  return svgSurfaceArrays;
+}
+
 }  // namespace Acts::Svg
diff --git a/Tests/CommonHelpers/include/Acts/Tests/CommonHelpers/TemporaryDirectory.hpp b/Tests/CommonHelpers/include/Acts/Tests/CommonHelpers/TemporaryDirectory.hpp
index 0711c4a4386..bbe44ea4dce 100644
--- a/Tests/CommonHelpers/include/Acts/Tests/CommonHelpers/TemporaryDirectory.hpp
+++ b/Tests/CommonHelpers/include/Acts/Tests/CommonHelpers/TemporaryDirectory.hpp
@@ -21,7 +21,7 @@ class TemporaryDirectory {
       const char* envvar = std::getenv("ACTS_NO_TEST_TEMP");
       if (envvar != nullptr) {
         std::string val{envvar};
-        if (val != "") {
+        if (!val.empty()) {
           return true;
         }
       }
diff --git a/Tests/UnitTests/Plugins/ActSVG/TrackingGeometrySvgConverterTests.cpp b/Tests/UnitTests/Plugins/ActSVG/TrackingGeometrySvgConverterTests.cpp
index 31caa787c8b..e2445382754 100644
--- a/Tests/UnitTests/Plugins/ActSVG/TrackingGeometrySvgConverterTests.cpp
+++ b/Tests/UnitTests/Plugins/ActSVG/TrackingGeometrySvgConverterTests.cpp
@@ -15,7 +15,9 @@
 #include "Acts/Plugins/ActSVG/SvgUtils.hpp"
 #include "Acts/Plugins/ActSVG/TrackingGeometrySvgConverter.hpp"
 #include "Acts/Tests/CommonHelpers/CylindricalTrackingGeometry.hpp"
+#include "Acts/Tests/CommonHelpers/TemporaryDirectory.hpp"
 
+#include <format>
 #include <fstream>
 #include <memory>
 #include <vector>
@@ -60,16 +62,27 @@ BOOST_AUTO_TEST_CASE(CylindricalTrackingGeometrySvg) {
 
 BOOST_AUTO_TEST_CASE(CylindricalTrackingGeometrySvgGen3) {
   Acts::Test::CylindricalTrackingGeometry cGeometry(tgContext, true);
+  Acts::Test::TemporaryDirectory tmp{};
+
   auto tGeometry = cGeometry();
 
   auto objects = Acts::Svg::drawTrackingGeometry(tgContext, *tGeometry,
                                                  actsvg::views::x_y{});
 
-  Acts::Svg::toFile({objects}, "utest_geometry_gen3_xy.svg");
+  Acts::Svg::toFile(objects, tmp.path() / "utest_geometry_gen3_xy.svg");
 
   objects = Acts::Svg::drawTrackingGeometry(tgContext, *tGeometry,
                                             actsvg::views::z_r{}, true, true);
-  Acts::Svg::toFile({objects}, "utest_geometry_gen3_zr.svg");
+  Acts::Svg::toFile(objects, tmp.path() / "utest_geometry_gen3_zr.svg");
+
+  objects = Acts::Svg::drawSurfaceArrays(tgContext, *tGeometry);
+
+  for (const auto& obj : objects) {
+    Acts::Svg::toFile(
+        {obj},
+        tmp.path() /
+            std::format("utest_geometry_gen3_surface_arrays_{}.svg", obj._id));
+  }
 }
 
 BOOST_AUTO_TEST_SUITE_END()

From 7f9ec2ba48da316edc18f6480ede2fe7f05e062d Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Fri, 29 Aug 2025 13:08:26 +0200
Subject: [PATCH 42/56] perf: Remove `maxPtScattering` from `SeedFinder`
 (#4533)

This is not present in Athena and comes with a measurable performance penalty
---
 Core/include/Acts/Seeding/SeedFinder.ipp   | 14 --------------
 Examples/Python/tests/root_file_hashes.txt |  2 +-
 2 files changed, 1 insertion(+), 15 deletions(-)

diff --git a/Core/include/Acts/Seeding/SeedFinder.ipp b/Core/include/Acts/Seeding/SeedFinder.ipp
index 6c7dc059689..dfd4c3cc025 100644
--- a/Core/include/Acts/Seeding/SeedFinder.ipp
+++ b/Core/include/Acts/Seeding/SeedFinder.ipp
@@ -767,20 +767,6 @@ SeedFinder<external_spacepoint_t, grid_t, platform_t>::filterCandidates(
       // convert p(T) to p scaling by sin^2(theta) AND scale by 1/sin^4(theta)
       // from rad to deltaCotTheta
       float p2scatterSigma = iHelixDiameter2 * sigmaSquaredPtDependent;
-      if (!std::isinf(m_config.maxPtScattering)) {
-        // if pT > maxPtScattering, calculate allowed scattering angle using
-        // maxPtScattering instead of pt.
-        // To avoid 0-divison the pT check is skipped in case of B2==0, and
-        // p2scatterSigma is calculated directly from maxPtScattering
-        if (B2 == 0 || options.pTPerHelixRadius * std::sqrt(S2 / B2) >
-                           2 * m_config.maxPtScattering) {
-          float pTscatterSigma =
-              (m_config.highland / m_config.maxPtScattering) *
-              m_config.sigmaScattering;
-          p2scatterSigma = pTscatterSigma * pTscatterSigma * iSinTheta2;
-        }
-      }
-
       // if deltaTheta larger than allowed scattering for calculated pT, skip
       if (deltaCotTheta2 > error2 + p2scatterSigma) {
         if constexpr (detailedMeasurement ==
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index 800691580f8..1373d41c335 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -7,7 +7,7 @@ test_seeding__estimatedparams.root: 5875a3f93f2b0925ea401b84b1fa4caba5ea26203674
 test_seeding__performance_seeding.root: 992f9c611d30dde0d3f3ab676bab19ada61ab6a4442828e27b65ec5e5b7a2880
 test_seeding__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c
 test_seeding__particles_simulation.root: d3e2deeb5593f57c444c95829a1f9c4209b235aeec437930a46075e530dcf7e8
-test_hashing_seeding__estimatedparams.root: e59070a2950e880b17fefd15197274df0919657cdc707f614cf4c189a33baac3
+test_hashing_seeding__estimatedparams.root: 9db4384d8c682c90c1e9ab672d2488bd4e28c3fbc54cb8e5511df50cedb045d6
 test_seeding_orthogonal__estimatedparams.root: 085b27a8e6048f6a8edef4f938e4996fce174371301e5c0c405abb001625f702
 test_seeding_orthogonal__performance_seeding.root: 60fbedcf5cb2b37cd8e526251940564432890d3a159d231ed819e915a904682c
 test_seeding_orthogonal__particles.root: e2aeeb0b3aafd9cf4942fe52685b9b9b8ef2e281c02089f1062e6f7a07215a3c

From 6fa50be711d069fcb3e70f675bf57ac17c41ff8b Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Fri, 29 Aug 2025 14:32:35 +0200
Subject: [PATCH 43/56] perf: Remove `maxPtScattering` from `Seeding2` (#4535)

This is not present in Athena and comes with a measurable performance penalty. Parallel to https://github.com/acts-project/acts/pull/4533
---
 .../performance_seeding.root                  | Bin 40108 -> 40068 bytes
 .../performance_finding_ckf.root              | Bin 44689 -> 44673 bytes
 .../performance_finding_ckf_ambi.root         | Bin 40355 -> 40291 bytes
 .../performance_finding_ckf_ml_solver.root    | Bin 40312 -> 40342 bytes
 .../performance_fitting_ckf.root              | Bin 213272 -> 213289 bytes
 .../performance_seeding.root                  | Bin 48367 -> 48262 bytes
 .../Acts/Seeding2/TripletSeedFinder.hpp       |   2 --
 Core/src/Seeding2/TripletSeedFinder.cpp       |  30 ++----------------
 .../GridTripletSeedingAlgorithm.hpp           |   2 --
 .../src/GridTripletSeedingAlgorithm.cpp       |   1 -
 .../python/acts/examples/reconstruction.py    |   1 -
 Examples/Python/src/TrackFinding.cpp          |  13 ++++----
 Examples/Python/tests/root_file_hashes.txt    |   4 +--
 .../Json/src/Seeding2ConfigJsonConverter.cpp  |   2 --
 14 files changed, 10 insertions(+), 45 deletions(-)

diff --git a/CI/physmon/reference/trackfinding_4muon_50vertices/performance_seeding.root b/CI/physmon/reference/trackfinding_4muon_50vertices/performance_seeding.root
index 9cf392bc2ed6cd18facc7f1246ff8d344712c33d..1199bfe9827d5922c2018ee831a0874606ba8bad 100644
GIT binary patch
delta 13359
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index a424831182b9ec65665525d4948143829027bd35..aea11edb4dd419efdfadb11a676a45419ccb59d3 100644
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diff --git a/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ambi.root b/CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ambi.root
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diff --git a/Core/include/Acts/Seeding2/TripletSeedFinder.hpp b/Core/include/Acts/Seeding2/TripletSeedFinder.hpp
index dd7d15d0fad..14e1dfddd85 100644
--- a/Core/include/Acts/Seeding2/TripletSeedFinder.hpp
+++ b/Core/include/Acts/Seeding2/TripletSeedFinder.hpp
@@ -121,8 +121,6 @@ class TripletSeedFinder {
     /// lengths in the Lynch & Dahl correction to the Highland equation default
     /// is 5%
     float radLengthPerSeed = 0.05;
-    /// Maximum transverse momentum for scattering calculation
-    float maxPtScattering = 10 * UnitConstants::GeV;
     /// Maximum value of impact parameter estimation of the seed candidates
     float impactMax = 20 * UnitConstants::mm;
     /// Parameter which can loosen the tolerance of the track seed to form a
diff --git a/Core/src/Seeding2/TripletSeedFinder.cpp b/Core/src/Seeding2/TripletSeedFinder.cpp
index c812d51dfdd..a0574678b10 100644
--- a/Core/src/Seeding2/TripletSeedFinder.cpp
+++ b/Core/src/Seeding2/TripletSeedFinder.cpp
@@ -190,20 +190,7 @@ class Impl final : public TripletSeedFinder {
       const float iHelixDiameter2 = B2 / S2;
       // convert p(T) to p scaling by sin^2(theta) AND scale by 1/sin^4(theta)
       // from rad to deltaCotTheta
-      float p2scatterSigma = iHelixDiameter2 * sigmaSquaredPtDependent;
-      if (!std::isinf(m_cfg.maxPtScattering)) {
-        // if pT > maxPtScattering, calculate allowed scattering angle using
-        // maxPtScattering instead of pt.
-        // To avoid 0-divison the pT check is skipped in case of B2==0, and
-        // p2scatterSigma is calculated directly from maxPtScattering
-        if (B2 == 0 || m_cfg.pTPerHelixRadius * std::sqrt(S2 / B2) >
-                           2 * m_cfg.maxPtScattering) {
-          const float pTscatterSigma =
-              (m_cfg.highland / m_cfg.maxPtScattering) * m_cfg.sigmaScattering;
-          p2scatterSigma = pTscatterSigma * pTscatterSigma * iSinTheta2;
-        }
-      }
-
+      const float p2scatterSigma = iHelixDiameter2 * sigmaSquaredPtDependent;
       // if deltaTheta larger than allowed scattering for calculated pT, skip
       if (deltaCotTheta2 > error2 + p2scatterSigma) {
         if constexpr (sortedByCotTheta) {
@@ -411,20 +398,7 @@ class Impl final : public TripletSeedFinder {
       const float iHelixDiameter2 = B2 / S2;
       // convert p(T) to p scaling by sin^2(theta) AND scale by 1/sin^4(theta)
       // from rad to deltaCotTheta
-      float p2scatterSigma = iHelixDiameter2 * sigmaSquaredPtDependent;
-      if (!std::isinf(m_cfg.maxPtScattering)) {
-        // if pT > maxPtScattering, calculate allowed scattering angle using
-        // maxPtScattering instead of pt.
-        // To avoid 0-divison the pT check is skipped in case of B2==0, and
-        // p2scatterSigma is calculated directly from maxPtScattering
-        if (B2 == 0 || m_cfg.pTPerHelixRadius * std::sqrt(S2 / B2) >
-                           2 * m_cfg.maxPtScattering) {
-          float pTscatterSigma =
-              (m_cfg.highland / m_cfg.maxPtScattering) * m_cfg.sigmaScattering;
-          p2scatterSigma = pTscatterSigma * pTscatterSigma * iSinTheta2;
-        }
-      }
-
+      const float p2scatterSigma = iHelixDiameter2 * sigmaSquaredPtDependent;
       // if deltaTheta larger than allowed scattering for calculated pT, skip
       if (deltaCotTheta2 > error2 + p2scatterSigma) {
         continue;
diff --git a/Examples/Algorithms/TrackFinding/include/ActsExamples/TrackFinding/GridTripletSeedingAlgorithm.hpp b/Examples/Algorithms/TrackFinding/include/ActsExamples/TrackFinding/GridTripletSeedingAlgorithm.hpp
index d8cb8d4a42a..f9754a56720 100644
--- a/Examples/Algorithms/TrackFinding/include/ActsExamples/TrackFinding/GridTripletSeedingAlgorithm.hpp
+++ b/Examples/Algorithms/TrackFinding/include/ActsExamples/TrackFinding/GridTripletSeedingAlgorithm.hpp
@@ -157,8 +157,6 @@ class GridTripletSeedingAlgorithm final : public IAlgorithm {
     /// is 5%
     /// TODO: necessary to make amount of material dependent on detector region?
     float radLengthPerSeed = 0.05;
-    /// Maximum transverse momentum for scattering calculation
-    float maxPtScattering = 10 * Acts::UnitConstants::GeV;
 
     /// Tolerance parameter used to check the compatibility of space-point
     /// coordinates in xyz. This is only used in a detector specific check for
diff --git a/Examples/Algorithms/TrackFinding/src/GridTripletSeedingAlgorithm.cpp b/Examples/Algorithms/TrackFinding/src/GridTripletSeedingAlgorithm.cpp
index 7abe7e93778..a65a67ee9f5 100644
--- a/Examples/Algorithms/TrackFinding/src/GridTripletSeedingAlgorithm.cpp
+++ b/Examples/Algorithms/TrackFinding/src/GridTripletSeedingAlgorithm.cpp
@@ -247,7 +247,6 @@ ProcessCode GridTripletSeedingAlgorithm::execute(
   tripletFinderConfig.minPt = m_cfg.minPt;
   tripletFinderConfig.sigmaScattering = m_cfg.sigmaScattering;
   tripletFinderConfig.radLengthPerSeed = m_cfg.radLengthPerSeed;
-  tripletFinderConfig.maxPtScattering = m_cfg.maxPtScattering;
   tripletFinderConfig.impactMax = m_cfg.impactMax;
   tripletFinderConfig.helixCutTolerance = m_cfg.helixCutTolerance;
   tripletFinderConfig.toleranceParam = m_cfg.toleranceParam;
diff --git a/Examples/Python/python/acts/examples/reconstruction.py b/Examples/Python/python/acts/examples/reconstruction.py
index c51bed79c06..997dad18840 100644
--- a/Examples/Python/python/acts/examples/reconstruction.py
+++ b/Examples/Python/python/acts/examples/reconstruction.py
@@ -928,7 +928,6 @@ def addGridTripletSeeding(
             helixCutTolerance=None,
             sigmaScattering=seedFinderConfigArg.sigmaScattering,
             radLengthPerSeed=seedFinderConfigArg.radLengthPerSeed,
-            maxPtScattering=seedFinderConfigArg.maxPtScattering,
             toleranceParam=None,
             deltaInvHelixDiameter=None,
             compatSeedWeight=seedFilterConfigArg.compatSeedWeight,
diff --git a/Examples/Python/src/TrackFinding.cpp b/Examples/Python/src/TrackFinding.cpp
index c0519cdfb37..845bf1d7c8a 100644
--- a/Examples/Python/src/TrackFinding.cpp
+++ b/Examples/Python/src/TrackFinding.cpp
@@ -163,13 +163,12 @@ void addTrackFinding(Context& ctx) {
       rMinMiddle, rMaxMiddle, useVariableMiddleSPRange, rRangeMiddleSP,
       deltaRMiddleMinSPRange, deltaRMiddleMaxSPRange, deltaZMin, deltaZMax,
       interactionPointCut, collisionRegionMin, collisionRegionMax,
-      helixCutTolerance, sigmaScattering, radLengthPerSeed, maxPtScattering,
-      toleranceParam, deltaInvHelixDiameter, compatSeedWeight,
-      impactWeightFactor, zOriginWeightFactor, maxSeedsPerSpM, compatSeedLimit,
-      seedWeightIncrement, numSeedIncrement, seedConfirmation,
-      centralSeedConfirmationRange, forwardSeedConfirmationRange,
-      maxSeedsPerSpMConf, maxQualitySeedsPerSpMConf,
-      useDeltaRinsteadOfTopRadius, useExtraCuts);
+      helixCutTolerance, sigmaScattering, radLengthPerSeed, toleranceParam,
+      deltaInvHelixDiameter, compatSeedWeight, impactWeightFactor,
+      zOriginWeightFactor, maxSeedsPerSpM, compatSeedLimit, seedWeightIncrement,
+      numSeedIncrement, seedConfirmation, centralSeedConfirmationRange,
+      forwardSeedConfirmationRange, maxSeedsPerSpMConf,
+      maxQualitySeedsPerSpMConf, useDeltaRinsteadOfTopRadius, useExtraCuts);
 
   ACTS_PYTHON_DECLARE_ALGORITHM(ActsExamples::SeedingOrthogonalAlgorithm, mex,
                                 "SeedingOrthogonalAlgorithm", inputSpacePoints,
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index 1373d41c335..6cee5ae17fb 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -41,8 +41,8 @@ test_ckf_tracks_example[generic-truth_estimated]__tracksummary_ckf.root: 3686c64
 test_ckf_tracks_example[generic-truth_estimated]__performance_seeding.root: 1facb05c066221f6361b61f015cdf0918e94d9f3fce2269ec7b6a4dffeb2bc7e
 test_ckf_tracks_example[generic-truth_smeared]__trackstates_ckf.root: 33bb965f0219c4b49a3e50925800dacc4d55ab2d693488ea72abe860a5982757
 test_ckf_tracks_example[generic-truth_smeared]__tracksummary_ckf.root: defaa7bfd03c4a5a9503701dba487484d1642808dbd5b54b74eb741cfc606ae2
-test_ckf_tracks_example[odd-full_seeding]__trackstates_ckf.root: 355a06f56d4c08e6cbf7d3cc62ff009ba43b2a044766badf6e542498c5e68bec
-test_ckf_tracks_example[odd-full_seeding]__tracksummary_ckf.root: 6193aada02d81cd1feda3c3016503bd900c0b85f2efa148f40a015b2f49bae5e
+test_ckf_tracks_example[odd-full_seeding]__trackstates_ckf.root: f3ce4428ce464dbd410c60037f24297b53dde7f3a4e1fb987fd002e2ab76cb1d
+test_ckf_tracks_example[odd-full_seeding]__tracksummary_ckf.root: de4d1cb516db347bdd44debaeba5372e60500a666a8c37b2de46120c1121b81c
 test_ckf_tracks_example[odd-full_seeding]__performance_seeding_trees.root: 43c58577aafe07645e5660c4f43904efadf91d8cda45c5c04c248bbe0f59814f
 test_ckf_tracks_example[odd-truth_estimated]__trackstates_ckf.root: a3d4b11a5c328c10abccc609653d137c34baa35cf9842f906437f8c8efffdacc
 test_ckf_tracks_example[odd-truth_estimated]__tracksummary_ckf.root: 48e7531c3c5d136a629273b693567ed162afeec781efcfc867515aad946a628d
diff --git a/Plugins/Json/src/Seeding2ConfigJsonConverter.cpp b/Plugins/Json/src/Seeding2ConfigJsonConverter.cpp
index b736610dc17..01cc8eb9b08 100644
--- a/Plugins/Json/src/Seeding2ConfigJsonConverter.cpp
+++ b/Plugins/Json/src/Seeding2ConfigJsonConverter.cpp
@@ -118,7 +118,6 @@ void Acts::Experimental::to_json(nlohmann::json& j,
   j["minPt"] = config.minPt;
   j["sigmaScattering"] = config.sigmaScattering;
   j["radLengthPerSeed"] = config.radLengthPerSeed;
-  j["maxPtScattering"] = config.maxPtScattering;
   j["impactMax"] = config.impactMax;
   j["helixCutTolerance"] = config.helixCutTolerance;
   j["toleranceParam"] = config.toleranceParam;
@@ -212,7 +211,6 @@ void Acts::Experimental::from_json(const nlohmann::json& j,
   j["minPt"].get_to(config.minPt);
   j["sigmaScattering"].get_to(config.sigmaScattering);
   j["radLengthPerSeed"].get_to(config.radLengthPerSeed);
-  j["maxPtScattering"].get_to(config.maxPtScattering);
   j["impactMax"].get_to(config.impactMax);
   j["helixCutTolerance"].get_to(config.helixCutTolerance);
   j["toleranceParam"].get_to(config.toleranceParam);

From eaa5ecbe712ded26b11762467c939a47782f40ce Mon Sep 17 00:00:00 2001
From: Tim Adye <T.J.Adye@rl.ac.uk>
Date: Fri, 29 Aug 2025 15:50:54 +0100
Subject: [PATCH 44/56] refactor: constexpr s_surfaceTypeNames (#4595)

Makes `Acts::Surface::s_surfaceTypeNames` `constexpr`. Previously it was declared as non-`const`, which ran foul of thread safety checkers.

Details and other minor improvements:
1. changed `std::array<std::string,N>` &rarr; `std::array<std::string_view,N>`, which is smaller and won't break if we have a longer string (small string optimisation allowed with `constexpr`).
2. Move `s_surfaceTypeNames` definition to the header, next to `enum SurfaceType`.
3. Include name for `SurfaceType::Other`
4. Move out stream operator definition to the `.cpp` file so `s_surfaceTypeNames` is only instantiated once.
---
 Core/include/Acts/Surfaces/Surface.hpp | 11 ++++++-----
 Core/src/Surfaces/Surface.cpp          |  8 ++++----
 2 files changed, 10 insertions(+), 9 deletions(-)

diff --git a/Core/include/Acts/Surfaces/Surface.hpp b/Core/include/Acts/Surfaces/Surface.hpp
index 0364eb42838..44ddd3a4268 100644
--- a/Core/include/Acts/Surfaces/Surface.hpp
+++ b/Core/include/Acts/Surfaces/Surface.hpp
@@ -26,6 +26,7 @@
 #include <memory>
 #include <ostream>
 #include <string>
+#include <string_view>
 #include <utility>
 
 namespace Acts {
@@ -69,12 +70,12 @@ class Surface : public virtual GeometryObject,
     Other = 7
   };
 
-  friend std::ostream& operator<<(std::ostream& os, SurfaceType type) {
-    return os << s_surfaceTypeNames[static_cast<std::size_t>(type)];
-  }
-
   /// Helper strings for screen output
-  static std::array<std::string, SurfaceType::Other> s_surfaceTypeNames;
+  static constexpr std::array<std::string_view, Surface::SurfaceType::Other + 1>
+      s_surfaceTypeNames = {"Cone",  "Cylinder", "Disc",        "Perigee",
+                            "Plane", "Straw",    "Curvilinear", "Other"};
+
+  friend std::ostream& operator<<(std::ostream& os, SurfaceType type);
 
  protected:
   /// Constructor with Transform3 as a shared object
diff --git a/Core/src/Surfaces/Surface.cpp b/Core/src/Surfaces/Surface.cpp
index 0af41844637..0f15efc1284 100644
--- a/Core/src/Surfaces/Surface.cpp
+++ b/Core/src/Surfaces/Surface.cpp
@@ -19,10 +19,6 @@
 
 namespace Acts {
 
-std::array<std::string, Surface::SurfaceType::Other>
-    Surface::s_surfaceTypeNames = {"Cone",  "Cylinder", "Disc",       "Perigee",
-                                   "Plane", "Straw",    "Curvilinear"};
-
 Surface::Surface(const Transform3& transform)
     : GeometryObject(), m_transform(std::make_unique<Transform3>(transform)) {}
 
@@ -47,6 +43,10 @@ Surface::Surface(const GeometryContext& gctx, const Surface& other,
 
 Surface::~Surface() = default;
 
+std::ostream& operator<<(std::ostream& os, Surface::SurfaceType type) {
+  return os << Surface::s_surfaceTypeNames[static_cast<std::size_t>(type)];
+}
+
 bool Surface::isOnSurface(const GeometryContext& gctx, const Vector3& position,
                           const Vector3& direction,
                           const BoundaryTolerance& boundaryTolerance,

From 16124e4c4e54fc86190dc9a1875894de0023de8a Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Mon, 1 Sep 2025 09:15:56 +0200
Subject: [PATCH 45/56] chore: Cleanup Kalman Fitter in Examples (#4585)

- use mbf smoother
- reserve space in track and track state container
- clean namespaces
- clean includes
- remove implicit track state container copy during reverse filter
---
 .../performance_trackrefitting.root           | Bin 222266 -> 222254 bytes
 .../Acts/TrackFitting/KalmanFitter.hpp        |   2 +-
 .../TrackFitting/TrackFitterFunction.hpp      |   3 --
 .../TrackFitting/TrackFittingAlgorithm.hpp    |   4 --
 .../TrackFitting/src/KalmanFitterFunction.cpp |  20 +++------
 .../src/TrackFittingAlgorithm.cpp             |  42 +++++++++++-------
 Examples/Python/tests/root_file_hashes.txt    |  16 +++----
 7 files changed, 41 insertions(+), 46 deletions(-)

diff --git a/CI/physmon/reference/trackrefitting_gsf/performance_trackrefitting.root b/CI/physmon/reference/trackrefitting_gsf/performance_trackrefitting.root
index 12378605e66f610707d09d2cc4b03f54416e2f04..b9cd9681deb7fb9045ce932aef4309826ca18778 100644
GIT binary patch
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diff --git a/Core/include/Acts/TrackFitting/KalmanFitter.hpp b/Core/include/Acts/TrackFitting/KalmanFitter.hpp
index e17813c2856..ba3c1f35abd 100644
--- a/Core/include/Acts/TrackFitting/KalmanFitter.hpp
+++ b/Core/include/Acts/TrackFitting/KalmanFitter.hpp
@@ -726,7 +726,7 @@ class KalmanFitter {
         materialInteractor(surface, state, stepper, navigator,
                            MaterialUpdateStage::PreUpdate);
 
-        auto fittedStates = *result.fittedStates;
+        auto& fittedStates = *result.fittedStates;
 
         // Add a <mask> TrackState entry multi trajectory. This allocates
         // storage for all components, which we will set later.
diff --git a/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFitterFunction.hpp b/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFitterFunction.hpp
index d45c3a8f6de..c4eb5c36984 100644
--- a/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFitterFunction.hpp
+++ b/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFitterFunction.hpp
@@ -9,18 +9,15 @@
 #pragma once
 
 #include "Acts/EventData/SourceLink.hpp"
-#include "Acts/EventData/TrackParameters.hpp"
 #include "Acts/EventData/VectorMultiTrajectory.hpp"
 #include "Acts/EventData/VectorTrackContainer.hpp"
 #include "Acts/Geometry/GeometryContext.hpp"
 #include "Acts/Geometry/TrackingGeometry.hpp"
 #include "Acts/MagneticField/MagneticFieldContext.hpp"
 #include "Acts/MagneticField/MagneticFieldProvider.hpp"
-#include "Acts/Propagator/Propagator.hpp"
 #include "Acts/TrackFitting/BetheHeitlerApprox.hpp"
 #include "Acts/TrackFitting/GsfOptions.hpp"
 #include "Acts/Utilities/CalibrationContext.hpp"
-#include "ActsExamples/EventData/Measurement.hpp"
 #include "ActsExamples/EventData/MeasurementCalibration.hpp"
 #include "ActsExamples/EventData/Track.hpp"
 #include "ActsExamples/TrackFitting/RefittingCalibrator.hpp"
diff --git a/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFittingAlgorithm.hpp b/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFittingAlgorithm.hpp
index 934203aeeaa..97f8c5903f8 100644
--- a/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFittingAlgorithm.hpp
+++ b/Examples/Algorithms/TrackFitting/include/ActsExamples/TrackFitting/TrackFittingAlgorithm.hpp
@@ -10,7 +10,6 @@
 
 #include "Acts/Utilities/Logger.hpp"
 #include "ActsExamples/EventData/Cluster.hpp"
-#include "ActsExamples/EventData/IndexSourceLink.hpp"
 #include "ActsExamples/EventData/Measurement.hpp"
 #include "ActsExamples/EventData/ProtoTrack.hpp"
 #include "ActsExamples/EventData/Track.hpp"
@@ -27,9 +26,6 @@ class TrackingGeometry;
 }
 
 namespace ActsExamples {
-class MeasurementCalibrator;
-class TrackFitterFunction;
-struct AlgorithmContext;
 
 class TrackFittingAlgorithm final : public IAlgorithm {
  public:
diff --git a/Examples/Algorithms/TrackFitting/src/KalmanFitterFunction.cpp b/Examples/Algorithms/TrackFitting/src/KalmanFitterFunction.cpp
index ecb30b4296c..fffdeda01eb 100644
--- a/Examples/Algorithms/TrackFitting/src/KalmanFitterFunction.cpp
+++ b/Examples/Algorithms/TrackFitting/src/KalmanFitterFunction.cpp
@@ -6,11 +6,9 @@
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
-#include "Acts/Definitions/Direction.hpp"
 #include "Acts/Definitions/TrackParametrization.hpp"
 #include "Acts/EventData/MultiTrajectory.hpp"
 #include "Acts/EventData/TrackContainer.hpp"
-#include "Acts/EventData/TrackStatePropMask.hpp"
 #include "Acts/EventData/VectorMultiTrajectory.hpp"
 #include "Acts/EventData/VectorTrackContainer.hpp"
 #include "Acts/EventData/detail/CorrectedTransformationFreeToBound.hpp"
@@ -19,9 +17,9 @@
 #include "Acts/Propagator/Navigator.hpp"
 #include "Acts/Propagator/Propagator.hpp"
 #include "Acts/Propagator/SympyStepper.hpp"
-#include "Acts/TrackFitting/GainMatrixSmoother.hpp"
 #include "Acts/TrackFitting/GainMatrixUpdater.hpp"
 #include "Acts/TrackFitting/KalmanFitter.hpp"
+#include "Acts/TrackFitting/MbfSmoother.hpp"
 #include "Acts/Utilities/Delegate.hpp"
 #include "Acts/Utilities/Logger.hpp"
 #include "ActsExamples/EventData/IndexSourceLink.hpp"
@@ -30,20 +28,12 @@
 #include "ActsExamples/TrackFitting/RefittingCalibrator.hpp"
 #include "ActsExamples/TrackFitting/TrackFitterFunction.hpp"
 
-#include <algorithm>
 #include <cmath>
 #include <functional>
 #include <memory>
 #include <utility>
 #include <vector>
 
-namespace Acts {
-class MagneticFieldProvider;
-class SourceLink;
-class Surface;
-class TrackingGeometry;
-}  // namespace Acts
-
 namespace {
 
 using Stepper = Acts::SympyStepper;
@@ -84,7 +74,7 @@ struct KalmanFitterFunctionImpl final : public TrackFitterFunction {
   DirectFitter directFitter;
 
   Acts::GainMatrixUpdater kfUpdater;
-  Acts::GainMatrixSmoother kfSmoother;
+  Acts::MbfSmoother kfSmoother;
   SimpleReverseFilteringLogic reverseFilteringLogic;
   double reverseFilteringCovarianceScaling = 1.0;
   SimpleOutlierFinder outlierFinder;
@@ -108,9 +98,9 @@ struct KalmanFitterFunctionImpl final : public TrackFitterFunction {
     extensions.updater.connect<
         &Acts::GainMatrixUpdater::operator()<Acts::VectorMultiTrajectory>>(
         &kfUpdater);
-    extensions.smoother.connect<
-        &Acts::GainMatrixSmoother::operator()<Acts::VectorMultiTrajectory>>(
-        &kfSmoother);
+    extensions.smoother
+        .connect<&Acts::MbfSmoother::operator()<Acts::VectorMultiTrajectory>>(
+            &kfSmoother);
     extensions.reverseFilteringLogic
         .connect<&SimpleReverseFilteringLogic::doBackwardFiltering>(
             &reverseFilteringLogic);
diff --git a/Examples/Algorithms/TrackFitting/src/TrackFittingAlgorithm.cpp b/Examples/Algorithms/TrackFitting/src/TrackFittingAlgorithm.cpp
index 4de774b85d1..724032abdd8 100644
--- a/Examples/Algorithms/TrackFitting/src/TrackFittingAlgorithm.cpp
+++ b/Examples/Algorithms/TrackFitting/src/TrackFittingAlgorithm.cpp
@@ -14,29 +14,28 @@
 #include "Acts/EventData/TrackProxy.hpp"
 #include "Acts/EventData/VectorMultiTrajectory.hpp"
 #include "Acts/EventData/VectorTrackContainer.hpp"
-#include "Acts/Propagator/Propagator.hpp"
 #include "Acts/Surfaces/PerigeeSurface.hpp"
 #include "Acts/Surfaces/Surface.hpp"
+#include "Acts/Utilities/Logger.hpp"
 #include "Acts/Utilities/Result.hpp"
 #include "ActsExamples/EventData/IndexSourceLink.hpp"
 #include "ActsExamples/EventData/Measurement.hpp"
 #include "ActsExamples/EventData/MeasurementCalibration.hpp"
-#include "ActsExamples/EventData/ProtoTrack.hpp"
 #include "ActsExamples/Framework/AlgorithmContext.hpp"
 #include "ActsExamples/TrackFitting/TrackFitterFunction.hpp"
 
 #include <cstddef>
-#include <functional>
 #include <ostream>
 #include <stdexcept>
 #include <system_error>
 #include <utility>
 #include <vector>
 
-ActsExamples::TrackFittingAlgorithm::TrackFittingAlgorithm(
-    Config config, Acts::Logging::Level level)
-    : ActsExamples::IAlgorithm("TrackFittingAlgorithm", level),
-      m_cfg(std::move(config)) {
+namespace ActsExamples {
+
+TrackFittingAlgorithm::TrackFittingAlgorithm(Config config,
+                                             Acts::Logging::Level level)
+    : IAlgorithm("TrackFittingAlgorithm", level), m_cfg(std::move(config)) {
   if (m_cfg.inputMeasurements.empty()) {
     throw std::invalid_argument("Missing input measurement collection");
   }
@@ -64,8 +63,7 @@ ActsExamples::TrackFittingAlgorithm::TrackFittingAlgorithm(
   m_outputTracks.initialize(m_cfg.outputTracks);
 }
 
-ActsExamples::ProcessCode ActsExamples::TrackFittingAlgorithm::execute(
-    const ActsExamples::AlgorithmContext& ctx) const {
+ProcessCode TrackFittingAlgorithm::execute(const AlgorithmContext& ctx) const {
   // Read input data
   const auto& measurements = m_inputMeasurements(ctx);
   const auto& protoTracks = m_inputProtoTracks(ctx);
@@ -74,6 +72,11 @@ ActsExamples::ProcessCode ActsExamples::TrackFittingAlgorithm::execute(
   const ClusterContainer* clusters =
       m_inputClusters.isInitialized() ? &m_inputClusters(ctx) : nullptr;
 
+  ACTS_DEBUG("Input measurements: " << measurements.size());
+  ACTS_DEBUG("Input proto tracks: " << protoTracks.size());
+  ACTS_DEBUG("Input initial parameters: " << initialParameters.size());
+  ACTS_DEBUG("Input clusters: " << (clusters ? clusters->size() : 0));
+
   // Consistency cross checks
   if (protoTracks.size() != initialParameters.size()) {
     ACTS_FATAL("Inconsistent number of proto tracks and parameters "
@@ -88,8 +91,8 @@ ActsExamples::ProcessCode ActsExamples::TrackFittingAlgorithm::execute(
   // Measurement calibrator must be instantiated here, because we need the
   // measurements to construct it. The other extensions are hold by the
   // fit-function-object
-  ActsExamples::MeasurementCalibratorAdapter calibrator(*(m_cfg.calibrator),
-                                                        measurements, clusters);
+  MeasurementCalibratorAdapter calibrator(*(m_cfg.calibrator), measurements,
+                                          clusters);
 
   TrackFitterFunction::GeneralFitterOptions options{
       ctx.geoContext, ctx.magFieldContext, ctx.calibContext, pSurface.get(),
@@ -99,6 +102,11 @@ ActsExamples::ProcessCode ActsExamples::TrackFittingAlgorithm::execute(
   auto trackStateContainer = std::make_shared<Acts::VectorMultiTrajectory>();
   TrackContainer tracks(trackContainer, trackStateContainer);
 
+  // reserve space for the track containers
+  // simply assume 30 states per track for now
+  trackContainer->reserve(protoTracks.size());
+  trackStateContainer->reserve(protoTracks.size() * 30);
+
   // Perform the fit for each input track
   std::vector<Acts::SourceLink> trackSourceLinks;
   for (std::size_t itrack = 0; itrack < protoTracks.size(); ++itrack) {
@@ -159,9 +167,11 @@ ActsExamples::ProcessCode ActsExamples::TrackFittingAlgorithm::execute(
     }
   }
 
-  std::stringstream ss;
-  trackStateContainer->statistics().toStream(ss);
-  ACTS_DEBUG(ss.str());
+  if (logger().doPrint(Acts::Logging::DEBUG)) {
+    std::stringstream ss;
+    trackStateContainer->statistics().toStream(ss);
+    ACTS_DEBUG(ss.str());
+  }
 
   ConstTrackContainer constTracks{
       std::make_shared<Acts::ConstVectorTrackContainer>(
@@ -170,5 +180,7 @@ ActsExamples::ProcessCode ActsExamples::TrackFittingAlgorithm::execute(
           std::move(*trackStateContainer))};
 
   m_outputTracks(ctx, std::move(constTracks));
-  return ActsExamples::ProcessCode::SUCCESS;
+  return ProcessCode::SUCCESS;
 }
+
+}  // namespace ActsExamples
diff --git a/Examples/Python/tests/root_file_hashes.txt b/Examples/Python/tests/root_file_hashes.txt
index 6cee5ae17fb..72ac796ab42 100644
--- a/Examples/Python/tests/root_file_hashes.txt
+++ b/Examples/Python/tests/root_file_hashes.txt
@@ -74,16 +74,16 @@ test_gnn[cpu-torch]__performance_track_finding.root: 36b3045589c4c17c038dbc87943
 test_gnn[gpu-onnx]__performance_track_finding.root: 843ff96aae62062f0006faa01dc099db739135e624d981abaa53c46310d978a0
 test_gnn[gpu-torch]__performance_track_finding.root: acecf81b84b7b007070e5b38a93cc71b805d906606094e6dab08c88259526fd0
 test_ML_Ambiguity_Solver__performance_finding_ambiML.root: 65cb7a6fc35d5bc2d86636222271430aca41603b2fc3a7141af1ef77b3296015
-test_refitting[generic]__trackstates_gsf_refit.root: c6aee7272e465d98dea8b68af5552f7770cbdcebf3f7340f2ce7eec8837b1afd
-test_refitting[generic]__tracksummary_gsf_refit.root: 060a2b1b6cbe309f4f8336c096d8a057117927afab12a323abee09a520f2ad97
-test_refitting[odd]__trackstates_gsf_refit.root: 7008f2beb5c82e962d311d0be515c29a73ee366eefdb08c43bd2024df54cf0a3
-test_refitting[odd]__tracksummary_gsf_refit.root: 5471a4daad5119014f5959a7306570d1f57e5a92996dce845e71ae4ab2f850fb
-test_truth_tracking_kalman[generic-0.0]__trackstates_kf.root: 819c19e0412aba9ee6376460a82aec4cccdec62a07831bccd51bb2fc4591db4f
-test_truth_tracking_kalman[generic-0.0]__tracksummary_kf.root: d394c9617bfdb778939eb4f90fedbbb61734e06178b37818051c45bc478e2ff1
+test_refitting[generic]__trackstates_gsf_refit.root: 187bca945ef83e3e3c16fc75aa982edc10307639ca8d4d9a27ef22bceff45de5
+test_refitting[generic]__tracksummary_gsf_refit.root: b011ee7915883b803ee54a24abbfb3421a4218d1d17df2014282a93a2d459c66
+test_refitting[odd]__trackstates_gsf_refit.root: f2d07a04cbfa39b0efa50e870edc8dd12618dbf38801a9c6c31da4cb147c8edf
+test_refitting[odd]__tracksummary_gsf_refit.root: 4cb5aaee5a87ba1e77e69a18fef3789207619b6dd21b445d27a70d22db3d0e7c
+test_truth_tracking_kalman[generic-0.0]__trackstates_kf.root: a3bdd983069ab577c00e711151702b231de6fd5a57ebfcd1746b02bc6331dfa3
+test_truth_tracking_kalman[generic-0.0]__tracksummary_kf.root: 922091ad485abf416ada779edbced0d566fd8a792d320e2c80caf3b6e0837c21
 test_truth_tracking_kalman[generic-1000.0]__trackstates_kf.root: 57c6d0db211d633c5dbd1fdaf1f16156cf847617ab7e000b1920ad9a0d830992
 test_truth_tracking_kalman[generic-1000.0]__tracksummary_kf.root: 8fd22a103d77f7657d195ea424f5d8640a58fe1011a52ebb9b43b9f99ab62bf2
-test_truth_tracking_kalman[odd-0.0]__trackstates_kf.root: e189e305401b2933f25adf3e61925c591ea34a90040e9a1474560c16997ad272
-test_truth_tracking_kalman[odd-0.0]__tracksummary_kf.root: b9f8d1b9066e677fbb1a83107e9c612aebd3a764e1f1a33c22b6d566aca90941
+test_truth_tracking_kalman[odd-0.0]__trackstates_kf.root: 9d5393170337cf82a313a3d4a11a441c470e82224b9b2d8acecc13b808edf33d
+test_truth_tracking_kalman[odd-0.0]__tracksummary_kf.root: 4d2c95ba5bf8f7405855e0b3d3e66de8a46ecda666d6c0eab62d1b51911bc601
 test_truth_tracking_kalman[odd-1000.0]__trackstates_kf.root: 0c302812bb9d2a957aa3db276d5e1c64cf611ce6ba7b39931ddc5e1d1992c5ad
 test_truth_tracking_kalman[odd-1000.0]__tracksummary_kf.root: f4ba52124b30dc0d7644ffc3687b94cdcb08c54ff7ddf254c218ef6125260eb2
 test_strip_spacepoints[odd]__strip_spacepoints.root: 60aa49c00386083c0e058a12db2a8c834dffea050a745b7eded6edd3bfbf4b7d

From 1eb6e3ea1e56e0d17052bbde7d5b2d155c5c4d6f Mon Sep 17 00:00:00 2001
From: Andreas Stefl <stefl.andreas@gmail.com>
Date: Mon, 1 Sep 2025 11:52:09 +0200
Subject: [PATCH 46/56] chore: Cleanup DD4hep plugin (#4599)

- Drop redundant namespace prefixes
- Bind free functions to namespaces
---
 Plugins/DD4hep/src/ConvertDD4hepDetector.cpp  | 164 +++++++++---------
 Plugins/DD4hep/src/DD4hepBinningHelpers.cpp   |  16 +-
 Plugins/DD4hep/src/DD4hepBlueprintFactory.cpp |  92 +++++-----
 Plugins/DD4hep/src/DD4hepDetectorElement.cpp  |   6 +-
 .../DD4hep/src/DD4hepDetectorStructure.cpp    |  16 +-
 .../src/DD4hepDetectorSurfaceFactory.cpp      |  27 +--
 Plugins/DD4hep/src/DD4hepFieldAdapter.cpp     |   9 +-
 Plugins/DD4hep/src/DD4hepLayerBuilder.cpp     | 145 ++++++++--------
 Plugins/DD4hep/src/DD4hepLayerStructure.cpp   |  16 +-
 Plugins/DD4hep/src/DD4hepMaterialHelpers.cpp  |  25 +--
 Plugins/DD4hep/src/DD4hepVolumeBuilder.cpp    |  32 ++--
 11 files changed, 270 insertions(+), 278 deletions(-)

diff --git a/Plugins/DD4hep/src/ConvertDD4hepDetector.cpp b/Plugins/DD4hep/src/ConvertDD4hepDetector.cpp
index 149aadcc3cd..1731f8c4f6b 100644
--- a/Plugins/DD4hep/src/ConvertDD4hepDetector.cpp
+++ b/Plugins/DD4hep/src/ConvertDD4hepDetector.cpp
@@ -39,12 +39,14 @@
 #include "TGeoManager.h"
 
 namespace Acts {
+
 class IMaterialDecorator;
 class ISurfaceMaterial;
 class TrackingGeometry;
 class TrackingVolume;
 
 namespace {
+
 struct DebugVisitor {
   std::string operator()(int value) { return std::to_string(value); }
 
@@ -52,15 +54,18 @@ struct DebugVisitor {
 
   std::string operator()(std::string value) { return value; }
 };
+
 }  // namespace
 
-std::unique_ptr<const TrackingGeometry> convertDD4hepDetector(
+}  // namespace Acts
+
+std::unique_ptr<const Acts::TrackingGeometry> Acts::convertDD4hepDetector(
     dd4hep::DetElement worldDetElement, const Logger& logger,
     BinningType bTypePhi, BinningType bTypeR, BinningType bTypeZ,
     double layerEnvelopeR, double layerEnvelopeZ, double defaultLayerThickness,
     const std::function<void(std::vector<dd4hep::DetElement>& detectors)>&
         sortSubDetectors,
-    const Acts::GeometryContext& gctx,
+    const GeometryContext& gctx,
     std::shared_ptr<const IMaterialDecorator> matDecorator,
     std::shared_ptr<const GeometryIdentifierHook> geometryIdentifierHook,
     const DD4hepLayerBuilder::ElementFactory& detectorElementFactory) {
@@ -140,17 +145,17 @@ std::unique_ptr<const TrackingGeometry> convertDD4hepDetector(
   // create cylinder volume helper
   auto volumeHelper = cylinderVolumeHelper_dd4hep(logger);
   // hand over the collected volume builders
-  Acts::TrackingGeometryBuilder::Config tgbConfig;
+  TrackingGeometryBuilder::Config tgbConfig;
   tgbConfig.trackingVolumeHelper = volumeHelper;
   tgbConfig.materialDecorator = std::move(matDecorator);
   tgbConfig.trackingVolumeBuilders = std::move(volumeFactories);
   tgbConfig.geometryIdentifierHook = std::move(geometryIdentifierHook);
   auto trackingGeometryBuilder =
-      std::make_shared<const Acts::TrackingGeometryBuilder>(tgbConfig);
+      std::make_shared<const TrackingGeometryBuilder>(tgbConfig);
   return (trackingGeometryBuilder->trackingGeometry(gctx));
 }
 
-std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
+std::shared_ptr<const Acts::CylinderVolumeBuilder> Acts::volumeBuilder_dd4hep(
     dd4hep::DetElement subDetector, const Logger& logger, BinningType bTypePhi,
     BinningType bTypeR, BinningType bTypeZ, double layerEnvelopeR,
     double layerEnvelopeZ, double defaultLayerThickness,
@@ -181,7 +186,7 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
     std::vector<dd4hep::DetElement> positiveLayers;
 
     // the configuration object of the volume builder
-    Acts::CylinderVolumeBuilder::Config cvbConfig;
+    CylinderVolumeBuilder::Config cvbConfig;
 
     // go through sub volumes
     std::vector<dd4hep::DetElement> compounds;
@@ -243,15 +248,15 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
             auto& params = getParams(volumeDetElement);
             if (hasParam("boundary_material_negative", volumeDetElement)) {
               ACTS_VERBOSE("--> negative");
-              cvbConfig.boundaryMaterial[2] = Acts::createProtoMaterial(
+              cvbConfig.boundaryMaterial[2] = createProtoMaterial(
                   params, "boundary_material_negative",
-                  {{"binPhi", Acts::closed}, {"binR", Acts::open}}, logger);
+                  {{"binPhi", closed}, {"binR", open}}, logger);
             }
             if (hasParam("boundary_material_positive", volumeDetElement)) {
               ACTS_VERBOSE("--> positive");
-              cvbConfig.boundaryMaterial[3] = Acts::createProtoMaterial(
+              cvbConfig.boundaryMaterial[3] = createProtoMaterial(
                   params, "boundary_material_positive",
-                  {{"binPhi", Acts::closed}, {"binR", Acts::open}}, logger);
+                  {{"binPhi", closed}, {"binR", open}}, logger);
             }
           }
         } else {
@@ -274,15 +279,15 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
             auto& params = getParams(volumeDetElement);
             if (params.contains("boundary_material_negative")) {
               ACTS_VERBOSE("--> negative");
-              cvbConfig.boundaryMaterial[4] = Acts::createProtoMaterial(
+              cvbConfig.boundaryMaterial[4] = createProtoMaterial(
                   params, "boundary_material_negative",
-                  {{"binPhi", Acts::closed}, {"binR", Acts::open}}, logger);
+                  {{"binPhi", closed}, {"binR", open}}, logger);
             }
             if (params.contains("boundary_material_positive")) {
               ACTS_VERBOSE("--> positive");
-              cvbConfig.boundaryMaterial[5] = Acts::createProtoMaterial(
+              cvbConfig.boundaryMaterial[5] = createProtoMaterial(
                   params, "boundary_material_positive",
-                  {{"binPhi", Acts::closed}, {"binR", Acts::open}}, logger);
+                  {{"binPhi", closed}, {"binR", open}}, logger);
             }
           }
         }
@@ -307,15 +312,15 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
           auto& params = getParams(volumeDetElement);
           if (params.contains("boundary_material_negative")) {
             ACTS_VERBOSE("--> negative");
-            cvbConfig.boundaryMaterial[3] = Acts::createProtoMaterial(
+            cvbConfig.boundaryMaterial[3] = createProtoMaterial(
                 params, "boundary_material_negative",
-                {{"binPhi", Acts::closed}, {"binR", Acts::open}}, logger);
+                {{"binPhi", closed}, {"binR", open}}, logger);
           }
           if (params.contains("boundary_material_positive")) {
             ACTS_VERBOSE("--> positive");
-            cvbConfig.boundaryMaterial[4] = Acts::createProtoMaterial(
+            cvbConfig.boundaryMaterial[4] = createProtoMaterial(
                 params, "boundary_material_positive",
-                {{"binPhi", Acts::closed}, {"binR", Acts::open}}, logger);
+                {{"binPhi", closed}, {"binR", open}}, logger);
           }
         }
       } else {
@@ -334,15 +339,15 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
         auto& params = getParams(volumeDetElement);
         if (params.contains("boundary_material_inner")) {
           ACTS_VERBOSE("--> inner");
-          cvbConfig.boundaryMaterial[0] = Acts::createProtoMaterial(
-              params, "boundary_material_inner",
-              {{"binPhi", Acts::closed}, {"binZ", Acts::open}}, logger);
+          cvbConfig.boundaryMaterial[0] =
+              createProtoMaterial(params, "boundary_material_inner",
+                                  {{"binPhi", closed}, {"binZ", open}}, logger);
         }
         if (params.contains("boundary_material_outer")) {
           ACTS_VERBOSE("--> outer");
-          cvbConfig.boundaryMaterial[1] = Acts::createProtoMaterial(
-              params, "boundary_material_outer",
-              {{"binPhi", Acts::closed}, {"binZ", Acts::open}}, logger);
+          cvbConfig.boundaryMaterial[1] =
+              createProtoMaterial(params, "boundary_material_outer",
+                                  {{"binPhi", closed}, {"binZ", open}}, logger);
         }
       }
     }
@@ -357,15 +362,14 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
 
     // configure SurfaceArrayCreator
     auto surfaceArrayCreator =
-        std::make_shared<const Acts::SurfaceArrayCreator>(
-            logger.clone("D2A_SAC"));
+        std::make_shared<const SurfaceArrayCreator>(logger.clone("D2A_SAC"));
     // configure LayerCreator
-    Acts::LayerCreator::Config lcConfig;
+    LayerCreator::Config lcConfig;
     lcConfig.surfaceArrayCreator = surfaceArrayCreator;
-    auto layerCreator = std::make_shared<const Acts::LayerCreator>(
-        lcConfig, logger.clone("D2A_LAC"));
+    auto layerCreator =
+        std::make_shared<const LayerCreator>(lcConfig, logger.clone("D2A_LAC"));
     // configure DD4hepLayerBuilder
-    Acts::DD4hepLayerBuilder::Config lbConfig;
+    DD4hepLayerBuilder::Config lbConfig;
     lbConfig.configurationName = subDetector.name();
     lbConfig.layerCreator = layerCreator;
     lbConfig.negativeLayers = negativeLayers;
@@ -376,7 +380,7 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
     lbConfig.bTypeZ = bTypeZ;
     lbConfig.defaultThickness = defaultLayerThickness;
     lbConfig.detectorElementFactory = detectorElementFactory;
-    auto dd4hepLayerBuilder = std::make_shared<const Acts::DD4hepLayerBuilder>(
+    auto dd4hepLayerBuilder = std::make_shared<const DD4hepLayerBuilder>(
         lbConfig, logger.clone(std::string("D2A_L:") + subDetector.name()));
 
     // Create the sub volume
@@ -387,10 +391,8 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
     cvbConfig.trackingVolumeHelper = volumeHelper;
     cvbConfig.volumeName = subDetector.name();
     cvbConfig.layerBuilder = dd4hepLayerBuilder;
-    auto cylinderVolumeBuilder =
-        std::make_shared<const Acts::CylinderVolumeBuilder>(
-            cvbConfig,
-            logger.clone(std::string("D2A_V:") + subDetector.name()));
+    auto cylinderVolumeBuilder = std::make_shared<const CylinderVolumeBuilder>(
+        cvbConfig, logger.clone(std::string("D2A_V:") + subDetector.name()));
     return cylinderVolumeBuilder;
   } else if (subDetType.is(dd4hep::DetType::BEAMPIPE) ||
              getParamOr<bool>("passive_layer", subDetector, false)) {
@@ -418,28 +420,28 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
         "halfZ )=  ( "
         << rMin << " / " << rMax << " / " << halfZ << " )");
 
-    std::shared_ptr<Acts::ISurfaceMaterial> plMaterial = nullptr;
+    std::shared_ptr<ISurfaceMaterial> plMaterial = nullptr;
     if (getParamOr<bool>("layer_material", subDetector, false)) {
       // get the possible material of the surrounding volume
       ACTS_VERBOSE("--> adding layer material at 'representing'");
-      plMaterial = Acts::createProtoMaterial(
+      plMaterial = createProtoMaterial(
           getParams(subDetector), "layer_material_representing",
-          {{"binPhi", Acts::closed}, {"binZ", Acts::open}}, logger);
+          {{"binPhi", closed}, {"binZ", open}}, logger);
     }
 
     // configure the passive layer builder
-    Acts::PassiveLayerBuilder::Config plbConfig;
+    PassiveLayerBuilder::Config plbConfig;
     plbConfig.layerIdentification = subDetector.name();
     plbConfig.centralLayerRadii = std::vector<double>(1, 0.5 * (rMax + rMin));
     plbConfig.centralLayerHalflengthZ = std::vector<double>(1, halfZ);
     plbConfig.centralLayerThickness =
         std::vector<double>(1, std::abs(rMax - rMin));
     plbConfig.centralLayerMaterial = {plMaterial};
-    auto pcLayerBuilder = std::make_shared<const Acts::PassiveLayerBuilder>(
+    auto pcLayerBuilder = std::make_shared<const PassiveLayerBuilder>(
         plbConfig, logger.clone(std::string("D2A_PL:") + subDetector.name()));
 
     // the configuration object of the volume builder
-    Acts::CylinderVolumeBuilder::Config cvbConfig;
+    CylinderVolumeBuilder::Config cvbConfig;
     cvbConfig.trackingVolumeHelper = volumeHelper;
     cvbConfig.volumeName = subDetector.name();
     cvbConfig.layerBuilder = pcLayerBuilder;
@@ -455,20 +457,20 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
       auto& params = getParams(subDetector);
       if (hasParam("boundary_material_inner", subDetector)) {
         ACTS_VERBOSE("--> inner");
-        cvbConfig.boundaryMaterial[0] = Acts::createProtoMaterial(
-            params, "boundary_material_inner",
-            {{"binPhi", Acts::closed}, {"binZ", Acts::open}}, logger);
+        cvbConfig.boundaryMaterial[0] =
+            createProtoMaterial(params, "boundary_material_inner",
+                                {{"binPhi", closed}, {"binZ", open}}, logger);
       }
       if (hasParam("boundary_material_outer", subDetector)) {
         ACTS_VERBOSE("--> outer");
-        cvbConfig.boundaryMaterial[1] = Acts::createProtoMaterial(
-            params, "boundary_material_outer",
-            {{"binPhi", Acts::closed}, {"binZ", Acts::open}}, logger);
+        cvbConfig.boundaryMaterial[1] =
+            createProtoMaterial(params, "boundary_material_outer",
+                                {{"binPhi", closed}, {"binZ", open}}, logger);
       }
     }
 
     // beam pipe / passive cylinder volume builder
-    auto pcVolumeBuilder = std::make_shared<const Acts::CylinderVolumeBuilder>(
+    auto pcVolumeBuilder = std::make_shared<const CylinderVolumeBuilder>(
         cvbConfig, logger.clone(std::string("D2A_V:") + subDetector.name()));
     return pcVolumeBuilder;
   } else if (subDetType.is(dd4hep::DetType::BARREL)) {
@@ -482,35 +484,32 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
 
     // configure SurfaceArrayCreator
     auto surfaceArrayCreator =
-        std::make_shared<const Acts::SurfaceArrayCreator>(
-            logger.clone("D2A_SAC"));
+        std::make_shared<const SurfaceArrayCreator>(logger.clone("D2A_SAC"));
     // configure LayerCreator
-    Acts::LayerCreator::Config lcConfig;
+    LayerCreator::Config lcConfig;
     lcConfig.surfaceArrayCreator = surfaceArrayCreator;
-    auto layerCreator = std::make_shared<const Acts::LayerCreator>(
-        lcConfig, logger.clone("D2A_LAC"));
+    auto layerCreator =
+        std::make_shared<const LayerCreator>(lcConfig, logger.clone("D2A_LAC"));
     // configure DD4hepLayerBuilder
-    Acts::DD4hepLayerBuilder::Config lbConfig;
+    DD4hepLayerBuilder::Config lbConfig;
     lbConfig.configurationName = subDetector.name();
     lbConfig.layerCreator = layerCreator;
     lbConfig.centralLayers = centralLayers;
     lbConfig.bTypePhi = bTypePhi;
     lbConfig.bTypeZ = bTypeZ;
     lbConfig.defaultThickness = defaultLayerThickness;
-    auto dd4hepLayerBuilder = std::make_shared<const Acts::DD4hepLayerBuilder>(
+    auto dd4hepLayerBuilder = std::make_shared<const DD4hepLayerBuilder>(
         lbConfig, logger.clone(std::string("D2A_LB_") + subDetector.name()));
 
     // Configure DD4hepVolumeBuilder
-    Acts::DD4hepVolumeBuilder::Config vbConfig;
+    DD4hepVolumeBuilder::Config vbConfig;
     vbConfig.configurationName = subDetector.name();
     vbConfig.centralVolumes = centralVolumes;
-    auto dd4hepVolumeBuilder =
-        std::make_shared<const Acts::DD4hepVolumeBuilder>(
-            vbConfig,
-            logger.clone(std::string("D2A_VB_") + subDetector.name()));
+    auto dd4hepVolumeBuilder = std::make_shared<const DD4hepVolumeBuilder>(
+        vbConfig, logger.clone(std::string("D2A_VB_") + subDetector.name()));
 
     // the configuration object of the volume builder
-    Acts::CylinderVolumeBuilder::Config cvbConfig;
+    CylinderVolumeBuilder::Config cvbConfig;
     // get the dimensions of the volume
     TGeoShape* geoShape =
         subDetector.placement().ptr()->GetVolume()->GetShape();
@@ -527,10 +526,8 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
     cvbConfig.volumeName = subDetector.name();
     cvbConfig.layerBuilder = dd4hepLayerBuilder;
     cvbConfig.ctVolumeBuilder = dd4hepVolumeBuilder;
-    auto cylinderVolumeBuilder =
-        std::make_shared<const Acts::CylinderVolumeBuilder>(
-            cvbConfig,
-            logger.clone(std::string("D2A_V:") + subDetector.name()));
+    auto cylinderVolumeBuilder = std::make_shared<const CylinderVolumeBuilder>(
+        cvbConfig, logger.clone(std::string("D2A_V:") + subDetector.name()));
     return cylinderVolumeBuilder;
   } else {
     ACTS_WARNING(
@@ -548,31 +545,30 @@ std::shared_ptr<const CylinderVolumeBuilder> volumeBuilder_dd4hep(
   }
 }
 
-std::shared_ptr<const Acts::CylinderVolumeHelper> cylinderVolumeHelper_dd4hep(
-    const Logger& logger) {
+std::shared_ptr<const Acts::CylinderVolumeHelper>
+Acts::cylinderVolumeHelper_dd4hep(const Logger& logger) {
   // create cylindervolumehelper which can be used by all instances
   // hand over LayerArrayCreator
-  Acts::LayerArrayCreator::Config lacConfig;
-  auto layerArrayCreator = std::make_shared<const Acts::LayerArrayCreator>(
+  LayerArrayCreator::Config lacConfig;
+  auto layerArrayCreator = std::make_shared<const LayerArrayCreator>(
       lacConfig, logger.clone("D2A_LAC"));
   // tracking volume array creator
-  Acts::TrackingVolumeArrayCreator::Config tvacConfig;
+  TrackingVolumeArrayCreator::Config tvacConfig;
   auto trackingVolumeArrayCreator =
-      std::make_shared<const Acts::TrackingVolumeArrayCreator>(
+      std::make_shared<const TrackingVolumeArrayCreator>(
           tvacConfig, logger.clone("D2A_TVAC"));
   // configure the cylinder volume helper
-  Acts::CylinderVolumeHelper::Config cvhConfig;
+  CylinderVolumeHelper::Config cvhConfig;
   cvhConfig.layerArrayCreator = layerArrayCreator;
   cvhConfig.trackingVolumeArrayCreator = trackingVolumeArrayCreator;
-  auto cylinderVolumeHelper =
-      std::make_shared<const Acts::CylinderVolumeHelper>(
-          cvhConfig, logger.clone("D2A_CVH"));
+  auto cylinderVolumeHelper = std::make_shared<const CylinderVolumeHelper>(
+      cvhConfig, logger.clone("D2A_CVH"));
 
   return cylinderVolumeHelper;
 }
 
-void collectCompounds_dd4hep(dd4hep::DetElement& detElement,
-                             std::vector<dd4hep::DetElement>& compounds) {
+void Acts::collectCompounds_dd4hep(dd4hep::DetElement& detElement,
+                                   std::vector<dd4hep::DetElement>& compounds) {
   const dd4hep::DetElement::Children& children = detElement.children();
   for (auto& child : children) {
     dd4hep::DetElement childDetElement = child.second;
@@ -584,9 +580,9 @@ void collectCompounds_dd4hep(dd4hep::DetElement& detElement,
   }
 }
 
-void collectSubDetectors_dd4hep(dd4hep::DetElement& detElement,
-                                std::vector<dd4hep::DetElement>& subdetectors,
-                                const Logger& logger) {
+void Acts::collectSubDetectors_dd4hep(
+    dd4hep::DetElement& detElement,
+    std::vector<dd4hep::DetElement>& subdetectors, const Logger& logger) {
   const dd4hep::DetElement::Children& children = detElement.children();
   for (auto& child : children) {
     dd4hep::DetElement childDetElement = child.second;
@@ -608,9 +604,9 @@ void collectSubDetectors_dd4hep(dd4hep::DetElement& detElement,
   }
 }
 
-void collectLayers_dd4hep(dd4hep::DetElement& detElement,
-                          std::vector<dd4hep::DetElement>& layers,
-                          const Logger& logger) {
+void Acts::collectLayers_dd4hep(dd4hep::DetElement& detElement,
+                                std::vector<dd4hep::DetElement>& layers,
+                                const Logger& logger) {
   const dd4hep::DetElement::Children& children = detElement.children();
   for (auto& child : children) {
     std::string _expr{"$^"};  // nothing
@@ -637,5 +633,3 @@ void collectLayers_dd4hep(dd4hep::DetElement& detElement,
     collectLayers_dd4hep(childDetElement, layers, logger);
   }
 }
-
-}  // namespace Acts
diff --git a/Plugins/DD4hep/src/DD4hepBinningHelpers.cpp b/Plugins/DD4hep/src/DD4hepBinningHelpers.cpp
index 7b6782b8338..6b4c6c49447 100644
--- a/Plugins/DD4hep/src/DD4hepBinningHelpers.cpp
+++ b/Plugins/DD4hep/src/DD4hepBinningHelpers.cpp
@@ -10,9 +10,11 @@
 
 #include <numbers>
 
-std::vector<std::tuple<Acts::DirectedProtoAxis, std::size_t>>
-Acts::DD4hepBinningHelpers::convertBinning(
-    const dd4hep::DetElement &dd4hepElement, const std::string &bname) {
+namespace Acts {
+
+std::vector<std::tuple<DirectedProtoAxis, std::size_t>>
+DD4hepBinningHelpers::convertBinning(const dd4hep::DetElement &dd4hepElement,
+                                     const std::string &bname) {
   // Return proto binning vector
   std::vector<std::tuple<DirectedProtoAxis, std::size_t>> protoBinnings;
 
@@ -21,7 +23,7 @@ Acts::DD4hepBinningHelpers::convertBinning(
         getParamOr<std::string>(bname + "_" + ab + "_type", dd4hepElement, "");
     if (!type.empty()) {
       // Default binning is bound
-      auto bType = Acts::AxisBoundaryType::Bound;
+      auto bType = AxisBoundaryType::Bound;
       // Equidistant or variable binning
       AxisType aType =
           type == "equidistant" ? AxisType::Equidistant : AxisType::Variable;
@@ -49,7 +51,7 @@ Acts::DD4hepBinningHelpers::convertBinning(
           // Check for closed phi binning
           if (axisDir == AxisDirection::AxisPhi &&
               (max - min) > 1.9 * std::numbers::pi) {
-            bType = Acts::AxisBoundaryType::Closed;
+            bType = AxisBoundaryType::Closed;
           }
           protoBinnings.emplace_back(
               DirectedProtoAxis(axisDir, bType, min, max, nBins), nExpansion);
@@ -64,7 +66,7 @@ Acts::DD4hepBinningHelpers::convertBinning(
         // Check for closed phi binning
         if (axisDir == AxisDirection::AxisPhi &&
             (edges.back() - edges.front()) > 1.9 * std::numbers::pi) {
-          bType = Acts::AxisBoundaryType::Closed;
+          bType = AxisBoundaryType::Closed;
         }
         protoBinnings.emplace_back(DirectedProtoAxis(axisDir, bType, edges),
                                    nExpansion);
@@ -73,3 +75,5 @@ Acts::DD4hepBinningHelpers::convertBinning(
   }
   return protoBinnings;
 }
+
+}  // namespace Acts
diff --git a/Plugins/DD4hep/src/DD4hepBlueprintFactory.cpp b/Plugins/DD4hep/src/DD4hepBlueprintFactory.cpp
index 6803ca6d3ed..fada8c3e976 100644
--- a/Plugins/DD4hep/src/DD4hepBlueprintFactory.cpp
+++ b/Plugins/DD4hep/src/DD4hepBlueprintFactory.cpp
@@ -12,19 +12,17 @@
 #include "Acts/Detector/IndexedRootVolumeFinderBuilder.hpp"
 #include "Acts/Plugins/DD4hep/DD4hepBinningHelpers.hpp"
 #include "Acts/Plugins/DD4hep/DD4hepConversionHelpers.hpp"
-#include "Acts/Utilities/BinningData.hpp"
 #include "Acts/Utilities/StringHelpers.hpp"
 
-#include <sstream>
+namespace Acts::Experimental {
 
-Acts::Experimental::DD4hepBlueprintFactory::DD4hepBlueprintFactory(
+DD4hepBlueprintFactory::DD4hepBlueprintFactory(
     const Config& cfg, std::unique_ptr<const Logger> mlogger)
     : m_cfg(cfg), m_logger(std::move(mlogger)) {
   ACTS_DEBUG("UnitLength conversion factor (DD4hep -> Acts): " << unitLength);
 }
 
-std::unique_ptr<Acts::Experimental::Gen2Blueprint::Node>
-Acts::Experimental::DD4hepBlueprintFactory::create(
+std::unique_ptr<Gen2Blueprint::Node> DD4hepBlueprintFactory::create(
     Cache& cache, const GeometryContext& gctx,
     const dd4hep::DetElement& dd4hepElement) const {
   ACTS_DEBUG("Drawing a blueprint from the DD4hep element '"
@@ -32,10 +30,10 @@ Acts::Experimental::DD4hepBlueprintFactory::create(
 
   // Create the root node
   std::vector<double> bValues = {0., 150., 1000.};
-  std::vector<AxisDirection> binning = {Acts::AxisDirection::AxisR};
-  auto root = std::make_unique<Acts::Experimental::Gen2Blueprint::Node>(
-      dd4hepElement.name(), Acts::Transform3::Identity(),
-      Acts::VolumeBounds::eCylinder, bValues, binning);
+  std::vector<AxisDirection> binning = {AxisDirection::AxisR};
+  auto root = std::make_unique<Gen2Blueprint::Node>(
+      dd4hepElement.name(), Transform3::Identity(), VolumeBounds::eCylinder,
+      bValues, binning);
 
   // Recursively parse the tree
   recursiveParse(cache, *root, gctx, dd4hepElement);
@@ -43,7 +41,7 @@ Acts::Experimental::DD4hepBlueprintFactory::create(
   return root;
 }
 
-void Acts::Experimental::DD4hepBlueprintFactory::recursiveParse(
+void DD4hepBlueprintFactory::recursiveParse(
     Cache& cache, Gen2Blueprint::Node& mother, const GeometryContext& gctx,
     const dd4hep::DetElement& dd4hepElement, unsigned int hiearchyLevel) const {
   // This will allow to skip empty hierarchy levels
@@ -83,14 +81,14 @@ void Acts::Experimental::DD4hepBlueprintFactory::recursiveParse(
 
       } else if (nType == "acts_container") {
         // Creating the branch node
-        auto branch = std::make_unique<Acts::Experimental::Gen2Blueprint::Node>(
+        auto branch = std::make_unique<Gen2Blueprint::Node>(
             dd4hepElement.name(), transform, bValueType, bValues, binning);
         current = branch.get();
         mother.add(std::move(branch));
 
       } else if (nType == "acts_volume") {
         // Crreating a leaf node
-        auto leaf = std::make_unique<Acts::Experimental::Gen2Blueprint::Node>(
+        auto leaf = std::make_unique<Gen2Blueprint::Node>(
             dd4hepElement.name(), transform, bValueType, bValues);
         current = leaf.get();
         mother.add(std::move(leaf));
@@ -153,9 +151,9 @@ void Acts::Experimental::DD4hepBlueprintFactory::recursiveParse(
   }
 }
 
-std::tuple<Acts::Transform3, Acts::VolumeBounds::BoundsType,
-           std::vector<double>, std::vector<Acts::AxisDirection>, std::string>
-Acts::Experimental::DD4hepBlueprintFactory::extractExternals(
+std::tuple<Transform3, VolumeBounds::BoundsType, std::vector<double>,
+           std::vector<AxisDirection>, std::string>
+DD4hepBlueprintFactory::extractExternals(
     [[maybe_unused]] const GeometryContext& gctx,
     const dd4hep::DetElement& dd4hepElement, const std::string& baseName,
     const std::optional<Extent>& extOpt) const {
@@ -205,8 +203,7 @@ Acts::Experimental::DD4hepBlueprintFactory::extractExternals(
   // Get the binning values
   auto binningString =
       getParamOr<std::string>(baseName + "_binning", dd4hepElement, "");
-  std::vector<AxisDirection> bBinning =
-      Acts::stringToAxisDirections(binningString);
+  std::vector<AxisDirection> bBinning = stringToAxisDirections(binningString);
   if (!binningString.empty()) {
     aux += "vol. binning : " + binningString;
   }
@@ -214,21 +211,18 @@ Acts::Experimental::DD4hepBlueprintFactory::extractExternals(
   return {transform, bValueType, bValues, bBinning, aux};
 }
 
-std::tuple<std::shared_ptr<const Acts::Experimental::IInternalStructureBuilder>,
-           std::shared_ptr<const Acts::Experimental::IRootVolumeFinderBuilder>,
-           std::shared_ptr<const Acts::Experimental::IGeometryIdGenerator>,
-           std::array<std::string, 3u>, std::optional<Acts::Extent>>
-Acts::Experimental::DD4hepBlueprintFactory::extractInternals(
-    Acts::DD4hepDetectorElement::Store& dd4hepStore,
-    const GeometryContext& gctx, const dd4hep::DetElement& dd4hepElement,
+std::tuple<std::shared_ptr<const IInternalStructureBuilder>,
+           std::shared_ptr<const IRootVolumeFinderBuilder>,
+           std::shared_ptr<const IGeometryIdGenerator>,
+           std::array<std::string, 3u>, std::optional<Extent>>
+DD4hepBlueprintFactory::extractInternals(
+    DD4hepDetectorElement::Store& dd4hepStore, const GeometryContext& gctx,
+    const dd4hep::DetElement& dd4hepElement,
     const std::string& baseName) const {
   // Return objects
-  std::shared_ptr<const Acts::Experimental::IInternalStructureBuilder>
-      internalsBuilder = nullptr;
-  std::shared_ptr<const Acts::Experimental::IRootVolumeFinderBuilder>
-      rootsFinderBuilder = nullptr;
-  std::shared_ptr<const Acts::Experimental::IGeometryIdGenerator>
-      geoIdGenerator = nullptr;
+  std::shared_ptr<const IInternalStructureBuilder> internalsBuilder = nullptr;
+  std::shared_ptr<const IRootVolumeFinderBuilder> rootsFinderBuilder = nullptr;
+  std::shared_ptr<const IGeometryIdGenerator> geoIdGenerator = nullptr;
   /// The hand-over information for externals
   std::optional<Extent> ext = std::nullopt;
   /// Auxiliary information
@@ -236,10 +230,10 @@ Acts::Experimental::DD4hepBlueprintFactory::extractInternals(
 
   // Check for internal structure builder
   auto internals =
-      Acts::getParamOr<bool>(baseName + "_internals", dd4hepElement, false);
+      getParamOr<bool>(baseName + "_internals", dd4hepElement, false);
   if (internals) {
-    auto internalsType = Acts::getParamOr<std::string>(
-        baseName + "_internals_type", dd4hepElement, "");
+    auto internalsType = getParamOr<std::string>(baseName + "_internals_type",
+                                                 dd4hepElement, "");
     if (internalsType == "layer") {
       aux[0u] = "int. struct : layer";
       // Create a new layer builder
@@ -247,16 +241,15 @@ Acts::Experimental::DD4hepBlueprintFactory::extractInternals(
       lOptions.name = dd4hepElement.name();
       // Check whether internal/sensitive surfaces should have directly
       // translated material
-      auto convertMaterial = Acts::getParamOr<bool>(
+      auto convertMaterial = getParamOr<bool>(
           "acts_surface_material_conversion", dd4hepElement, false);
       lOptions.conversionOptions.convertMaterial = convertMaterial;
       // Check if the extent should be measured
-      auto interenalsMeasure = Acts::getParamOr<std::string>(
+      auto interenalsMeasure = getParamOr<std::string>(
           baseName + "_internals_measure", dd4hepElement, "");
       auto internalsClearance =
-          unitLength *
-          Acts::getParamOr<double>(baseName + "_internals_clearance",
-                                   dd4hepElement, 0.);
+          unitLength * getParamOr<double>(baseName + "_internals_clearance",
+                                          dd4hepElement, 0.);
       auto internalAxisDirections = stringToAxisDirections(interenalsMeasure);
       if (!internalAxisDirections.empty()) {
         ACTS_VERBOSE(" - internals extent measurement requested");
@@ -284,34 +277,33 @@ Acts::Experimental::DD4hepBlueprintFactory::extractInternals(
   }
 
   // Check for root volume finder
-  auto rootFinder = Acts::getParamOr<std::string>(
-      baseName + "_root_volume_finder", dd4hepElement, "");
+  auto rootFinder = getParamOr<std::string>(baseName + "_root_volume_finder",
+                                            dd4hepElement, "");
   if (rootFinder == "indexed") {
     aux[1u] = "root finder : indexed";
     std::vector<AxisDirection> binning = {AxisDirection::AxisZ,
                                           AxisDirection::AxisR};
     rootsFinderBuilder =
-        std::make_shared<Acts::Experimental::IndexedRootVolumeFinderBuilder>(
-            binning);
+        std::make_shared<IndexedRootVolumeFinderBuilder>(binning);
   }
 
   // Check for geo Id generator
   auto geoIdGen =
-      Acts::getParamOr<std::string>(baseName + "_geo_id", dd4hepElement, "");
+      getParamOr<std::string>(baseName + "_geo_id", dd4hepElement, "");
   if (geoIdGen == "incremental") {
     aux[2u] = "geo_id gen. : incremental";
-    Acts::Experimental::GeometryIdGenerator::Config geoIdCfg;
-    geoIdGenerator =
-        std::make_shared<Acts::Experimental::GeometryIdGenerator>(geoIdCfg);
+    GeometryIdGenerator::Config geoIdCfg;
+    geoIdGenerator = std::make_shared<GeometryIdGenerator>(geoIdCfg);
   } else if (geoIdGen == "container") {
     aux[2u] = "geo_id gen. : container";
-    Acts::Experimental::GeometryIdGenerator::Config geoIdCfg;
+    GeometryIdGenerator::Config geoIdCfg;
     geoIdCfg.containerMode = true;
     geoIdCfg.containerId =
-        Acts::getParamOr<int>(baseName + "_geo_id_base", dd4hepElement, 1);
-    geoIdGenerator =
-        std::make_shared<Acts::Experimental::GeometryIdGenerator>(geoIdCfg);
+        getParamOr<int>(baseName + "_geo_id_base", dd4hepElement, 1);
+    geoIdGenerator = std::make_shared<GeometryIdGenerator>(geoIdCfg);
   }
 
   return {internalsBuilder, rootsFinderBuilder, geoIdGenerator, aux, ext};
 }
+
+}  // namespace Acts::Experimental
diff --git a/Plugins/DD4hep/src/DD4hepDetectorElement.cpp b/Plugins/DD4hep/src/DD4hepDetectorElement.cpp
index e145e80d412..1516aeb5e48 100644
--- a/Plugins/DD4hep/src/DD4hepDetectorElement.cpp
+++ b/Plugins/DD4hep/src/DD4hepDetectorElement.cpp
@@ -14,7 +14,9 @@
 #include <DD4hep/DetElement.h>
 #include <DD4hep/Volumes.h>
 
-Acts::DD4hepDetectorElement::DD4hepDetectorElement(
+namespace Acts {
+
+DD4hepDetectorElement::DD4hepDetectorElement(
     const dd4hep::DetElement detElement, const std::string& axes, double scalor,
     bool /*isDisc*/, std::shared_ptr<const ISurfaceMaterial> material)
     : TGeoDetectorElement(
@@ -23,3 +25,5 @@ Acts::DD4hepDetectorElement::DD4hepDetectorElement(
           detElement.nominal().worldTransformation(), axes, scalor,
           std::move(material)),
       m_detElement(detElement) {}
+
+}  // namespace Acts
diff --git a/Plugins/DD4hep/src/DD4hepDetectorStructure.cpp b/Plugins/DD4hep/src/DD4hepDetectorStructure.cpp
index 659d91f772b..55fd8d86738 100644
--- a/Plugins/DD4hep/src/DD4hepDetectorStructure.cpp
+++ b/Plugins/DD4hep/src/DD4hepDetectorStructure.cpp
@@ -10,7 +10,6 @@
 
 #include "Acts/Detector/CylindricalContainerBuilder.hpp"
 #include "Acts/Detector/DetectorBuilder.hpp"
-#include "Acts/Detector/GeometryIdGenerator.hpp"
 #include "Acts/Detector/detail/BlueprintDrawer.hpp"
 #include "Acts/Detector/detail/BlueprintHelper.hpp"
 #include "Acts/Plugins/DD4hep/DD4hepBlueprintFactory.hpp"
@@ -21,15 +20,16 @@
 
 #include <DD4hep/DetElement.h>
 
-Acts::Experimental::DD4hepDetectorStructure::DD4hepDetectorStructure(
+namespace Acts::Experimental {
+
+DD4hepDetectorStructure::DD4hepDetectorStructure(
     std::unique_ptr<const Logger> mlogger)
     : m_logger(std::move(mlogger)) {}
 
-std::tuple<std::shared_ptr<const Acts::Experimental::Detector>,
-           Acts::DD4hepDetectorElement::Store>
-Acts::Experimental::DD4hepDetectorStructure::construct(
-    const GeometryContext& gctx, const dd4hep::DetElement& dd4hepElement,
-    const Options& options) const {
+std::tuple<std::shared_ptr<const Detector>, DD4hepDetectorElement::Store>
+DD4hepDetectorStructure::construct(const GeometryContext& gctx,
+                                   const dd4hep::DetElement& dd4hepElement,
+                                   const Options& options) const {
   ACTS_DEBUG("Building detector from " << dd4hepElement.name());
 
   // Return objects
@@ -104,3 +104,5 @@ Acts::Experimental::DD4hepDetectorStructure::construct(
   }
   return {detector, detectorStore};
 }
+
+}  // namespace Acts::Experimental
diff --git a/Plugins/DD4hep/src/DD4hepDetectorSurfaceFactory.cpp b/Plugins/DD4hep/src/DD4hepDetectorSurfaceFactory.cpp
index 686b3feac19..cacccac87e4 100644
--- a/Plugins/DD4hep/src/DD4hepDetectorSurfaceFactory.cpp
+++ b/Plugins/DD4hep/src/DD4hepDetectorSurfaceFactory.cpp
@@ -8,7 +8,6 @@
 
 #include "Acts/Plugins/DD4hep/DD4hepDetectorSurfaceFactory.hpp"
 
-#include "Acts/Definitions/Units.hpp"
 #include "Acts/Detector/detail/ProtoMaterialHelper.hpp"
 #include "Acts/Material/HomogeneousSurfaceMaterial.hpp"
 #include "Acts/Plugins/DD4hep/DD4hepBinningHelpers.hpp"
@@ -21,11 +20,13 @@
 
 using namespace Acts::detail;
 
-Acts::DD4hepDetectorSurfaceFactory::DD4hepDetectorSurfaceFactory(
+namespace Acts {
+
+DD4hepDetectorSurfaceFactory::DD4hepDetectorSurfaceFactory(
     const Config& config, std::unique_ptr<const Logger> mlogger)
     : m_config(config), m_logger(std::move(mlogger)) {}
 
-void Acts::DD4hepDetectorSurfaceFactory::construct(
+void DD4hepDetectorSurfaceFactory::construct(
     Cache& cache, const GeometryContext& gctx,
     const dd4hep::DetElement& dd4hepElement, const Options& options) {
   ACTS_DEBUG("Configured to convert "
@@ -48,7 +49,7 @@ void Acts::DD4hepDetectorSurfaceFactory::construct(
   }
 }
 
-void Acts::DD4hepDetectorSurfaceFactory::recursiveConstruct(
+void DD4hepDetectorSurfaceFactory::recursiveConstruct(
     Cache& cache, const GeometryContext& gctx,
     const dd4hep::DetElement& dd4hepElement, const Options& options,
     int level) {
@@ -89,14 +90,14 @@ void Acts::DD4hepDetectorSurfaceFactory::recursiveConstruct(
   }
 }
 
-Acts::DD4hepDetectorSurfaceFactory::DD4hepSensitiveSurface
-Acts::DD4hepDetectorSurfaceFactory::constructSensitiveComponents(
+DD4hepDetectorSurfaceFactory::DD4hepSensitiveSurface
+DD4hepDetectorSurfaceFactory::constructSensitiveComponents(
     Cache& cache, const GeometryContext& gctx,
     const dd4hep::DetElement& dd4hepElement, const Options& options) const {
   // Extract the axis definition
   std::string detAxis =
       getParamOr<std::string>("axis_definitions", dd4hepElement, "XYZ");
-  std::shared_ptr<const Acts::ISurfaceMaterial> surfaceMaterial = nullptr;
+  std::shared_ptr<const ISurfaceMaterial> surfaceMaterial = nullptr;
 
   // Create the corresponding detector element
   auto dd4hepDetElement = m_config.detectorElementFactory(
@@ -117,8 +118,8 @@ Acts::DD4hepDetectorSurfaceFactory::constructSensitiveComponents(
   return {dd4hepDetElement, sSurface};
 }
 
-Acts::DD4hepDetectorSurfaceFactory::DD4hepPassiveSurface
-Acts::DD4hepDetectorSurfaceFactory::constructPassiveComponents(
+DD4hepDetectorSurfaceFactory::DD4hepPassiveSurface
+DD4hepDetectorSurfaceFactory::constructPassiveComponents(
     Cache& cache, const GeometryContext& gctx,
     const dd4hep::DetElement& dd4hepElement, const Options& options) const {
   // Underlying TGeo node, shape & transform
@@ -144,10 +145,10 @@ Acts::DD4hepDetectorSurfaceFactory::constructPassiveComponents(
   return {pSurface, assignToAll};
 }
 
-void Acts::DD4hepDetectorSurfaceFactory::attachSurfaceMaterial(
+void DD4hepDetectorSurfaceFactory::attachSurfaceMaterial(
     const GeometryContext& gctx, const std::string& prefix,
-    const dd4hep::DetElement& dd4hepElement, Acts::Surface& surface,
-    double thickness, const Options& options) const {
+    const dd4hep::DetElement& dd4hepElement, Surface& surface, double thickness,
+    const Options& options) const {
   // Bool proto material overrules converted material
   bool protoMaterial =
       getParamOr<bool>(prefix + "_proto_material", dd4hepElement, false);
@@ -180,3 +181,5 @@ void Acts::DD4hepDetectorSurfaceFactory::attachSurfaceMaterial(
     surface.assignSurfaceMaterial(std::move(surfaceMaterial));
   }
 }
+
+}  // namespace Acts
diff --git a/Plugins/DD4hep/src/DD4hepFieldAdapter.cpp b/Plugins/DD4hep/src/DD4hepFieldAdapter.cpp
index 096ceffcad6..b5de5842c5e 100644
--- a/Plugins/DD4hep/src/DD4hepFieldAdapter.cpp
+++ b/Plugins/DD4hep/src/DD4hepFieldAdapter.cpp
@@ -11,7 +11,6 @@
 #include "Acts/Definitions/Algebra.hpp"
 #include "Acts/Definitions/Units.hpp"
 #include "Acts/MagneticField/MagneticFieldContext.hpp"
-#include "Acts/MagneticField/MagneticFieldError.hpp"
 #include "Acts/MagneticField/MagneticFieldProvider.hpp"
 
 #include <DD4hep/Fields.h>
@@ -22,14 +21,12 @@ namespace Acts {
 
 DD4hepFieldAdapter::DD4hepFieldAdapter(dd4hep::OverlayedField field)
     : m_field{std::make_unique<dd4hep::OverlayedField>(field)} {
-  m_fieldConversionFactor =
-      dd4hep::_toDouble("1/tesla") * Acts::UnitConstants::T;
-  m_lengthConversionFactor =
-      dd4hep::_toDouble("1*mm") / Acts::UnitConstants::mm;
+  m_fieldConversionFactor = dd4hep::_toDouble("1/tesla") * UnitConstants::T;
+  m_lengthConversionFactor = dd4hep::_toDouble("1*mm") / UnitConstants::mm;
 }
 
 MagneticFieldProvider::Cache DD4hepFieldAdapter::makeCache(
-    const Acts::MagneticFieldContext& /*mctx*/) const {
+    const MagneticFieldContext& /*mctx*/) const {
   return MagneticFieldProvider::Cache{};
 }
 
diff --git a/Plugins/DD4hep/src/DD4hepLayerBuilder.cpp b/Plugins/DD4hep/src/DD4hepLayerBuilder.cpp
index 31dd8026939..45064d73ed2 100644
--- a/Plugins/DD4hep/src/DD4hepLayerBuilder.cpp
+++ b/Plugins/DD4hep/src/DD4hepLayerBuilder.cpp
@@ -34,31 +34,31 @@
 #include <stdexcept>
 #include <utility>
 
+#include <DD4hep/Alignments.h>
+#include <DD4hep/DetElement.h>
+#include <DD4hep/Volumes.h>
+#include <DDRec/DetectorData.h>
+#include <RtypesCore.h>
+#include <TGeoManager.h>
+#include <TGeoMatrix.h>
 #include <boost/algorithm/string.hpp>
 
-#include "DD4hep/Alignments.h"
-#include "DD4hep/DetElement.h"
-#include "DD4hep/Volumes.h"
-#include "DDRec/DetectorData.h"
-#include "RtypesCore.h"
-#include "TGeoManager.h"
-#include "TGeoMatrix.h"
-
-Acts::DD4hepLayerBuilder::DD4hepLayerBuilder(
-    const Acts::DD4hepLayerBuilder::Config& config,
-    std::unique_ptr<const Logger> logger)
+namespace Acts {
+
+DD4hepLayerBuilder::DD4hepLayerBuilder(const DD4hepLayerBuilder::Config& config,
+                                       std::unique_ptr<const Logger> logger)
     : m_cfg(), m_logger(std::move(logger)) {
   setConfiguration(config);
 }
 
-Acts::DD4hepLayerBuilder::~DD4hepLayerBuilder() = default;
+DD4hepLayerBuilder::~DD4hepLayerBuilder() = default;
 
-void Acts::DD4hepLayerBuilder::setConfiguration(
-    const Acts::DD4hepLayerBuilder::Config& config) {
+void DD4hepLayerBuilder::setConfiguration(
+    const DD4hepLayerBuilder::Config& config) {
   m_cfg = config;
 }
 
-const Acts::LayerVector Acts::DD4hepLayerBuilder::endcapLayers(
+const LayerVector DD4hepLayerBuilder::endcapLayers(
     const GeometryContext& gctx,
     const std::vector<dd4hep::DetElement>& dendcapLayers,
     const std::string& side) const {
@@ -115,10 +115,10 @@ const Acts::LayerVector Acts::DD4hepLayerBuilder::endcapLayers(
           params.contains("envelope_z_max")) {
         // set the values of the proto layer in case enevelopes are handed
         // over
-        pl.envelope[Acts::AxisDirection::AxisR] = {
+        pl.envelope[AxisDirection::AxisR] = {
             params.get<double>("envelope_r_min"),
             params.get<double>("envelope_r_max")};
-        pl.envelope[Acts::AxisDirection::AxisZ] = {
+        pl.envelope[AxisDirection::AxisZ] = {
             params.get<double>("envelope_z_min"),
             params.get<double>("envelope_z_max")};
       } else if (geoShape != nullptr) {
@@ -152,22 +152,22 @@ const Acts::LayerVector Acts::DD4hepLayerBuilder::endcapLayers(
           // manually create a proto layer
           double eiz = (z != 0.) ? z - m_cfg.defaultThickness : 0.;
           double eoz = (z != 0.) ? z + m_cfg.defaultThickness : 0.;
-          pl.extent.range(Acts::AxisDirection::AxisZ).set(eiz, eoz);
-          pl.extent.range(Acts::AxisDirection::AxisR).set(rMin, rMax);
-          pl.envelope[Acts::AxisDirection::AxisR] = {0., 0.};
-          pl.envelope[Acts::AxisDirection::AxisZ] = {0., 0.};
+          pl.extent.range(AxisDirection::AxisZ).set(eiz, eoz);
+          pl.extent.range(AxisDirection::AxisR).set(rMin, rMax);
+          pl.envelope[AxisDirection::AxisR] = {0., 0.};
+          pl.envelope[AxisDirection::AxisZ] = {0., 0.};
         } else {
           ACTS_VERBOSE(" Disc layer has " << layerSurfaces.size()
                                           << " sensitive surfaces.");
           // set the values of the proto layer in case dimensions are given by
           // geometry
-          pl.envelope[Acts::AxisDirection::AxisZ] = {
-              std::abs(zMin - pl.min(Acts::AxisDirection::AxisZ)),
-              std::abs(zMax - pl.max(Acts::AxisDirection::AxisZ))};
-          pl.envelope[Acts::AxisDirection::AxisR] = {
-              std::abs(rMin - pl.min(Acts::AxisDirection::AxisR)),
-              std::abs(rMax - pl.max(Acts::AxisDirection::AxisR))};
-          pl.extent.range(Acts::AxisDirection::AxisR).set(rMin, rMax);
+          pl.envelope[AxisDirection::AxisZ] = {
+              std::abs(zMin - pl.min(AxisDirection::AxisZ)),
+              std::abs(zMax - pl.max(AxisDirection::AxisZ))};
+          pl.envelope[AxisDirection::AxisR] = {
+              std::abs(rMin - pl.min(AxisDirection::AxisR)),
+              std::abs(rMax - pl.max(AxisDirection::AxisR))};
+          pl.extent.range(AxisDirection::AxisR).set(rMin, rMax);
         }
       } else {
         throw std::logic_error(
@@ -204,13 +204,12 @@ const Acts::LayerVector Acts::DD4hepLayerBuilder::endcapLayers(
 
         // create the share disc bounds
         auto dBounds = std::make_shared<const RadialBounds>(
-            pl.min(Acts::AxisDirection::AxisR),
-            pl.max(Acts::AxisDirection::AxisR));
-        double thickness = std::abs(pl.max(Acts::AxisDirection::AxisZ) -
-                                    pl.min(Acts::AxisDirection::AxisZ));
+            pl.min(AxisDirection::AxisR), pl.max(AxisDirection::AxisR));
+        double thickness = std::abs(pl.max(AxisDirection::AxisZ) -
+                                    pl.min(AxisDirection::AxisZ));
         // Create the layer containing the sensitive surface
         endcapLayer = DiscLayer::create(transform, dBounds, std::move(sArray),
-                                        thickness, nullptr, Acts::active);
+                                        thickness, nullptr, active);
 
       } else if (hasSurfaceBinning) {
         // This method uses the binning from DD4hep/xml
@@ -231,12 +230,12 @@ const Acts::LayerVector Acts::DD4hepLayerBuilder::endcapLayers(
   return layers;
 }
 
-const Acts::LayerVector Acts::DD4hepLayerBuilder::negativeLayers(
+const LayerVector DD4hepLayerBuilder::negativeLayers(
     const GeometryContext& gctx) const {
   return endcapLayers(gctx, m_cfg.negativeLayers, "negative");
 }
 
-const Acts::LayerVector Acts::DD4hepLayerBuilder::centralLayers(
+const LayerVector DD4hepLayerBuilder::centralLayers(
     const GeometryContext& gctx) const {
   LayerVector layers;
   if (m_cfg.centralLayers.empty()) {
@@ -288,10 +287,10 @@ const Acts::LayerVector Acts::DD4hepLayerBuilder::centralLayers(
           params.contains("envelope_z_min") &&
           params.contains("envelope_z_max")) {
         // set the values of the proto layer in case enevelopes are handed over
-        pl.envelope[Acts::AxisDirection::AxisR] = {
+        pl.envelope[AxisDirection::AxisR] = {
             params.get<double>("envelope_r_min"),
             params.get<double>("envelope_r_max")};
-        pl.envelope[Acts::AxisDirection::AxisZ] = {
+        pl.envelope[AxisDirection::AxisZ] = {
             params.get<double>("envelope_z_min"),
             params.get<double>("envelope_z_max")};
       } else if (geoShape != nullptr) {
@@ -316,19 +315,19 @@ const Acts::LayerVector Acts::DD4hepLayerBuilder::centralLayers(
           // manually create a proto layer
           double eir = (r != 0.) ? r - m_cfg.defaultThickness : 0.;
           double eor = (r != 0.) ? r + m_cfg.defaultThickness : 0.;
-          pl.extent.range(Acts::AxisDirection::AxisR).set(eir, eor);
-          pl.extent.range(Acts::AxisDirection::AxisZ).set(-dz, dz);
-          pl.envelope[Acts::AxisDirection::AxisR] = {0., 0.};
-          pl.envelope[Acts::AxisDirection::AxisZ] = {0., 0.};
+          pl.extent.range(AxisDirection::AxisR).set(eir, eor);
+          pl.extent.range(AxisDirection::AxisZ).set(-dz, dz);
+          pl.envelope[AxisDirection::AxisR] = {0., 0.};
+          pl.envelope[AxisDirection::AxisZ] = {0., 0.};
         } else {
           // set the values of the proto layer in case dimensions are given by
           // geometry
-          pl.envelope[Acts::AxisDirection::AxisZ] = {
-              std::abs(-dz - pl.min(Acts::AxisDirection::AxisZ)),
-              std::abs(dz - pl.max(Acts::AxisDirection::AxisZ))};
-          pl.envelope[Acts::AxisDirection::AxisR] = {
-              std::abs(rMin - pl.min(Acts::AxisDirection::AxisR)),
-              std::abs(rMax - pl.max(Acts::AxisDirection::AxisR))};
+          pl.envelope[AxisDirection::AxisZ] = {
+              std::abs(-dz - pl.min(AxisDirection::AxisZ)),
+              std::abs(dz - pl.max(AxisDirection::AxisZ))};
+          pl.envelope[AxisDirection::AxisR] = {
+              std::abs(rMin - pl.min(AxisDirection::AxisR)),
+              std::abs(rMax - pl.max(AxisDirection::AxisR))};
         }
       } else {
         throw std::logic_error(
@@ -338,9 +337,8 @@ const Acts::LayerVector Acts::DD4hepLayerBuilder::centralLayers(
                         "constructor!"));
       }
 
-      double halfZ = (pl.min(Acts::AxisDirection::AxisZ) -
-                      pl.max(Acts::AxisDirection::AxisZ)) *
-                     0.5;
+      double halfZ =
+          (pl.min(AxisDirection::AxisZ) - pl.max(AxisDirection::AxisZ)) * 0.5;
 
       std::shared_ptr<Layer> centralLayer = nullptr;
       // In case the layer is sensitive
@@ -348,20 +346,18 @@ const Acts::LayerVector Acts::DD4hepLayerBuilder::centralLayers(
         // Create the sensitive surface
         auto sensitiveSurf = createSensitiveSurface(detElement);
         // Create the surfaceArray
-        std::unique_ptr<Acts::SurfaceArray> sArray =
+        std::unique_ptr<SurfaceArray> sArray =
             std::make_unique<SurfaceArray>(sensitiveSurf);
 
         // create the layer
-        double layerR = (pl.min(Acts::AxisDirection::AxisR) +
-                         pl.max(Acts::AxisDirection::AxisR)) *
-                        0.5;
-        double thickness = std::abs(pl.max(Acts::AxisDirection::AxisR) -
-                                    pl.min(Acts::AxisDirection::AxisR));
+        double layerR =
+            (pl.min(AxisDirection::AxisR) + pl.max(AxisDirection::AxisR)) * 0.5;
+        double thickness = std::abs(pl.max(AxisDirection::AxisR) -
+                                    pl.min(AxisDirection::AxisR));
         auto cBounds = std::make_shared<CylinderBounds>(layerR, halfZ);
         // Create the layer containing the sensitive surface
-        centralLayer =
-            CylinderLayer::create(transform, cBounds, std::move(sArray),
-                                  thickness, nullptr, Acts::active);
+        centralLayer = CylinderLayer::create(
+            transform, cBounds, std::move(sArray), thickness, nullptr, active);
 
       } else {
         centralLayer = m_cfg.layerCreator->cylinderLayer(
@@ -377,14 +373,14 @@ const Acts::LayerVector Acts::DD4hepLayerBuilder::centralLayers(
   return layers;
 }
 
-const Acts::LayerVector Acts::DD4hepLayerBuilder::positiveLayers(
+const LayerVector DD4hepLayerBuilder::positiveLayers(
     const GeometryContext& gctx) const {
   return endcapLayers(gctx, m_cfg.positiveLayers, "positive");
 }
 
-void Acts::DD4hepLayerBuilder::resolveSensitive(
+void DD4hepLayerBuilder::resolveSensitive(
     const dd4hep::DetElement& detElement,
-    std::vector<std::shared_ptr<const Acts::Surface>>& surfaces) const {
+    std::vector<std::shared_ptr<const Surface>>& surfaces) const {
   const dd4hep::DetElement::Children& children = detElement.children();
   if (!children.empty()) {
     for (auto& child : children) {
@@ -398,8 +394,7 @@ void Acts::DD4hepLayerBuilder::resolveSensitive(
   }
 }
 
-std::shared_ptr<const Acts::Surface>
-Acts::DD4hepLayerBuilder::createSensitiveSurface(
+std::shared_ptr<const Surface> DD4hepLayerBuilder::createSensitiveSurface(
     const dd4hep::DetElement& detElement, bool isDisc) const {
   std::string detAxis =
       getParamOr<std::string>("axis_definitions", detElement, "XYZ");
@@ -415,25 +410,27 @@ Acts::DD4hepLayerBuilder::createSensitiveSurface(
   return dd4hepDetElement->surface().getSharedPtr();
 }
 
-Acts::Transform3 Acts::DD4hepLayerBuilder::convertTransform(
+Transform3 DD4hepLayerBuilder::convertTransform(
     const TGeoMatrix* tGeoTrans) const {
   // get the placement and orientation in respect to its mother
   const Double_t* rotation = tGeoTrans->GetRotationMatrix();
   const Double_t* translation = tGeoTrans->GetTranslation();
   return TGeoPrimitivesHelper::makeTransform(
-      Acts::Vector3(rotation[0], rotation[3], rotation[6]),
-      Acts::Vector3(rotation[1], rotation[4], rotation[7]),
-      Acts::Vector3(rotation[2], rotation[5], rotation[8]),
-      Acts::Vector3(translation[0] * UnitConstants::cm,
-                    translation[1] * UnitConstants::cm,
-                    translation[2] * UnitConstants::cm));
+      Vector3(rotation[0], rotation[3], rotation[6]),
+      Vector3(rotation[1], rotation[4], rotation[7]),
+      Vector3(rotation[2], rotation[5], rotation[8]),
+      Vector3(translation[0] * UnitConstants::cm,
+              translation[1] * UnitConstants::cm,
+              translation[2] * UnitConstants::cm));
 }
 
-std::shared_ptr<Acts::DD4hepDetectorElement>
-Acts::DD4hepLayerBuilder::defaultDetectorElementFactory(
+std::shared_ptr<DD4hepDetectorElement>
+DD4hepLayerBuilder::defaultDetectorElementFactory(
     const dd4hep::DetElement& detElement, const std::string& detAxis,
     double thickness, bool isDisc,
-    std::shared_ptr<const Acts::ISurfaceMaterial> surfaceMaterial) {
+    std::shared_ptr<const ISurfaceMaterial> surfaceMaterial) {
   return std::make_shared<DD4hepDetectorElement>(
       detElement, detAxis, thickness, isDisc, std::move(surfaceMaterial));
 }
+
+}  // namespace Acts
diff --git a/Plugins/DD4hep/src/DD4hepLayerStructure.cpp b/Plugins/DD4hep/src/DD4hepLayerStructure.cpp
index be3ed80ed40..f4d5e6b9c9c 100644
--- a/Plugins/DD4hep/src/DD4hepLayerStructure.cpp
+++ b/Plugins/DD4hep/src/DD4hepLayerStructure.cpp
@@ -8,9 +8,9 @@
 
 #include "Acts/Plugins/DD4hep/DD4hepLayerStructure.hpp"
 
-#include "Acts/Utilities/BinningType.hpp"
+namespace Acts::Experimental {
 
-Acts::Experimental::DD4hepLayerStructure::DD4hepLayerStructure(
+DD4hepLayerStructure::DD4hepLayerStructure(
     std::shared_ptr<DD4hepDetectorSurfaceFactory> surfaceFactory,
     std::unique_ptr<const Logger> logger)
     : m_surfaceFactory(std::move(surfaceFactory)), m_logger(std::move(logger)) {
@@ -20,11 +20,11 @@ Acts::Experimental::DD4hepLayerStructure::DD4hepLayerStructure(
   }
 }
 
-std::tuple<std::shared_ptr<Acts::Experimental::LayerStructureBuilder>,
-           std::optional<Acts::Extent>>
-Acts::Experimental::DD4hepLayerStructure::builder(
-    DD4hepDetectorElement::Store& dd4hepStore, const GeometryContext& gctx,
-    const dd4hep::DetElement& dd4hepElement, const Options& options) const {
+std::tuple<std::shared_ptr<LayerStructureBuilder>, std::optional<Extent>>
+DD4hepLayerStructure::builder(DD4hepDetectorElement::Store& dd4hepStore,
+                              const GeometryContext& gctx,
+                              const dd4hep::DetElement& dd4hepElement,
+                              const Options& options) const {
   // Check for misconfiguration with double naming
   if (dd4hepStore.contains(options.name)) {
     std::string reMessage = "DD4hepLayerStructure: structure with name '";
@@ -138,3 +138,5 @@ Acts::Experimental::DD4hepLayerStructure::builder(
               lsbConfig, getDefaultLogger(options.name, options.logLevel)),
           fCache.sExtent};
 }
+
+}  // namespace Acts::Experimental
diff --git a/Plugins/DD4hep/src/DD4hepMaterialHelpers.cpp b/Plugins/DD4hep/src/DD4hepMaterialHelpers.cpp
index 845d1356b6a..202fabc8e00 100644
--- a/Plugins/DD4hep/src/DD4hepMaterialHelpers.cpp
+++ b/Plugins/DD4hep/src/DD4hepMaterialHelpers.cpp
@@ -15,10 +15,7 @@
 #include "Acts/Utilities/BinUtility.hpp"
 #include "Acts/Utilities/BinningType.hpp"
 
-#include <algorithm>
-#include <cmath>
 #include <cstddef>
-#include <iterator>
 #include <numbers>
 #include <ostream>
 
@@ -27,20 +24,19 @@
 
 std::shared_ptr<Acts::ProtoSurfaceMaterial> Acts::createProtoMaterial(
     const dd4hep::rec::VariantParameters& params, const std::string& valueTag,
-    const std::vector<std::pair<const std::string, Acts::BinningOption> >&
-        binning,
+    const std::vector<std::pair<const std::string, BinningOption> >& binning,
     const Logger& logger) {
   using namespace std::string_literals;
 
   // Create the bin utility
-  Acts::BinUtility bu;
+  BinUtility bu;
   // Loop over the bins
   for (auto& bin : binning) {
     AxisDirection bval = axisDirectionFromName(bin.first);
-    Acts::BinningOption bopt = bin.second;
+    BinningOption bopt = bin.second;
     double min = 0.;
     double max = 0.;
-    if (bopt == Acts::closed) {
+    if (bopt == closed) {
       min = -std::numbers::pi;
       max = std::numbers::pi;
     }
@@ -48,16 +44,15 @@ std::shared_ptr<Acts::ProtoSurfaceMaterial> Acts::createProtoMaterial(
     ACTS_VERBOSE("  - material binning for " << bin.first << " on " << valueTag
                                              << ": " << bins);
     if (bins >= 1) {
-      bu += Acts::BinUtility(bins, min, max, bopt, bval);
+      bu += BinUtility(bins, min, max, bopt, bval);
     }
   }
-  return std::make_shared<Acts::ProtoSurfaceMaterial>(bu);
+  return std::make_shared<ProtoSurfaceMaterial>(bu);
 }
 
 void Acts::addLayerProtoMaterial(
     const dd4hep::rec::VariantParameters& params, Layer& layer,
-    const std::vector<std::pair<const std::string, Acts::BinningOption> >&
-        binning,
+    const std::vector<std::pair<const std::string, BinningOption> >& binning,
     const Logger& logger) {
   ACTS_VERBOSE("addLayerProtoMaterial");
   // Start with the representing surface
@@ -106,8 +101,7 @@ void Acts::addCylinderLayerProtoMaterial(dd4hep::DetElement detElement,
   }
   if (getParamOr<bool>("layer_material", detElement, false)) {
     addLayerProtoMaterial(getParams(detElement), cylinderLayer,
-                          {{"binPhi", Acts::closed}, {"binZ", Acts::open}},
-                          logger);
+                          {{"binPhi", closed}, {"binZ", open}}, logger);
   }
 }
 
@@ -123,7 +117,6 @@ void Acts::addDiscLayerProtoMaterial(dd4hep::DetElement detElement,
   }
   if (getParamOr<bool>("layer_material", detElement, false)) {
     addLayerProtoMaterial(getParams(detElement), discLayer,
-                          {{"binPhi", Acts::closed}, {"binR", Acts::open}},
-                          logger);
+                          {{"binPhi", closed}, {"binR", open}}, logger);
   }
 }
diff --git a/Plugins/DD4hep/src/DD4hepVolumeBuilder.cpp b/Plugins/DD4hep/src/DD4hepVolumeBuilder.cpp
index d270874e614..139f3bcbbfa 100644
--- a/Plugins/DD4hep/src/DD4hepVolumeBuilder.cpp
+++ b/Plugins/DD4hep/src/DD4hepVolumeBuilder.cpp
@@ -21,22 +21,24 @@
 #include <DD4hep/Volumes.h>
 #include <RtypesCore.h>
 
-Acts::DD4hepVolumeBuilder::DD4hepVolumeBuilder(
-    const Acts::DD4hepVolumeBuilder::Config& config,
+namespace Acts {
+
+DD4hepVolumeBuilder::DD4hepVolumeBuilder(
+    const DD4hepVolumeBuilder::Config& config,
     std::unique_ptr<const Logger> logger)
     : m_cfg(), m_logger(std::move(logger)) {
   setConfiguration(config);
 }
 
-Acts::DD4hepVolumeBuilder::~DD4hepVolumeBuilder() = default;
+DD4hepVolumeBuilder::~DD4hepVolumeBuilder() = default;
 
-void Acts::DD4hepVolumeBuilder::setConfiguration(
-    const Acts::DD4hepVolumeBuilder::Config& config) {
+void DD4hepVolumeBuilder::setConfiguration(
+    const DD4hepVolumeBuilder::Config& config) {
   m_cfg = config;
 }
 
-std::vector<std::shared_ptr<Acts::TrackingVolume>>
-Acts::DD4hepVolumeBuilder::centralVolumes() const {
+std::vector<std::shared_ptr<TrackingVolume>>
+DD4hepVolumeBuilder::centralVolumes() const {
   if (m_cfg.centralVolumes.empty()) {
     ACTS_VERBOSE("[L] No layers handed over for central volume!");
     return {};
@@ -87,16 +89,18 @@ Acts::DD4hepVolumeBuilder::centralVolumes() const {
   return volumes;
 }
 
-Acts::Transform3 Acts::DD4hepVolumeBuilder::convertTransform(
+Transform3 DD4hepVolumeBuilder::convertTransform(
     const TGeoMatrix* tGeoTrans) const {
   // Get the placement and orientation in respect to its mother
   const Double_t* rotation = tGeoTrans->GetRotationMatrix();
   const Double_t* translation = tGeoTrans->GetTranslation();
   return TGeoPrimitivesHelper::makeTransform(
-      Acts::Vector3(rotation[0], rotation[3], rotation[6]),
-      Acts::Vector3(rotation[1], rotation[4], rotation[7]),
-      Acts::Vector3(rotation[2], rotation[5], rotation[8]),
-      Acts::Vector3(translation[0] * UnitConstants::cm,
-                    translation[1] * UnitConstants::cm,
-                    translation[2] * UnitConstants::cm));
+      Vector3(rotation[0], rotation[3], rotation[6]),
+      Vector3(rotation[1], rotation[4], rotation[7]),
+      Vector3(rotation[2], rotation[5], rotation[8]),
+      Vector3(translation[0] * UnitConstants::cm,
+              translation[1] * UnitConstants::cm,
+              translation[2] * UnitConstants::cm));
 }
+
+}  // namespace Acts

From be5d6ca07b6805e37c9fbd80e545a9c553820159 Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Mon, 1 Sep 2025 14:35:49 +0200
Subject: [PATCH 47/56] ci: Bump sonarqube action to 5.3.1 (#4601)

---
 .github/workflows/sonarcloud.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/sonarcloud.yml b/.github/workflows/sonarcloud.yml
index 89f2fd7e305..bf0179a7f31 100644
--- a/.github/workflows/sonarcloud.yml
+++ b/.github/workflows/sonarcloud.yml
@@ -113,7 +113,7 @@ jobs:
           ls -al build/coverage
 
       - name: Run sonar-scanner (PR mode)
-        uses: SonarSource/sonarqube-scan-action@v5.3.0
+        uses: SonarSource/sonarqube-scan-action@v5.3.1
         if: github.event.workflow_run.event == 'pull_request'
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -129,7 +129,7 @@ jobs:
             --define sonar.pullrequest.base="${{ fromJson(steps.get_pr_data.outputs.data).base.ref }}"
 
       - name: Run sonar-scanner (push mode)
-        uses: SonarSource/sonarqube-scan-action@v5.3.0
+        uses: SonarSource/sonarqube-scan-action@v5.3.1
         if: github.event.workflow_run.event == 'push' && github.ref == 'refs/heads/main'
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

From d9cc28271d81eeff384d2a3568b712858601b09d Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Mon, 1 Sep 2025 18:35:14 +0200
Subject: [PATCH 48/56] update scoreMonitor with optionals

---
 .../ScoreBasedAmbiguityResolution.hpp         | 10 ++----
 .../ScoreBasedAmbiguityResolution.ipp         | 20 +++++------
 .../ScoreBasedAmbiguityResolution.cpp         |  4 ---
 ...ScoreBasedAmbiguityResolutionAlgorithm.cpp | 33 +++++++++++--------
 .../Acts/Plugins/Root/AmbiScoreMonitor.hpp    |  3 +-
 Plugins/Root/src/AmbiScoreMonitor.cpp         |  6 +++-
 6 files changed, 38 insertions(+), 38 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index a91c2e332b3..b117e513f24 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -204,7 +204,7 @@ class ScoreBasedAmbiguityResolution {
       const track_container_t& tracks,
       const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
-          {}) const;
+          {}, std::vector<ScoreMonitor>& scoreMonitor = {}) const;
 
   /// Compute the score of each track based on the ambiguity function.
   ///
@@ -217,7 +217,7 @@ class ScoreBasedAmbiguityResolution {
       const track_container_t& tracks,
       const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
-          {}) const;
+          {}, std::vector<ScoreMonitor>& scoreMonitor = {}) const;
 
   /// Rejects Tracks based on eta dependent cuts.
   ///
@@ -263,9 +263,7 @@ class ScoreBasedAmbiguityResolution {
       const track_container_t& tracks, source_link_hash_t sourceLinkHash,
       source_link_equality_t sourceLinkEquality,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
-          {}) const;
-
-  std::vector<ScoreMonitor> getScoreMonitor() const;
+          {}, std::vector<ScoreMonitor>& scoreMonitor = {}) const;
 
  private:
   Config m_cfg;
@@ -273,8 +271,6 @@ class ScoreBasedAmbiguityResolution {
   /// Logging instance
   std::unique_ptr<const Logger> m_logger = nullptr;
 
-  mutable std::vector<ScoreMonitor> m_scoreMonitor;
-
   /// Private access to logging instance
   const Logger& logger() const;
 };
diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index 56315b14d85..3ddee159832 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -74,10 +74,11 @@ template <TrackContainerFrontend track_container_t>
 std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
     const track_container_t& tracks,
     const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
-    const Optionals<typename track_container_t::ConstTrackProxy>& optionals)
+    const Optionals<typename track_container_t::ConstTrackProxy>& optionals,
+    std::vector<ScoreMonitor>& scoreMonitor)
     const {
   std::vector<double> trackScore;
-  std::vector<ScoreMonitor> scoreMonitor;
+  
   trackScore.reserve(tracks.size());
   scoreMonitor.reserve(tracks.size());
 
@@ -202,8 +203,6 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
 
   }  // end of loop over tracks
 
-  m_scoreMonitor = std::move(scoreMonitor);
-
   return trackScore;
 }
 
@@ -211,10 +210,11 @@ template <TrackContainerFrontend track_container_t>
 std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     const track_container_t& tracks,
     const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
-    const Optionals<typename track_container_t::ConstTrackProxy>& optionals)
+    const Optionals<typename track_container_t::ConstTrackProxy>& optionals,
+    std::vector<ScoreMonitor>& scoreMonitor
+  )
     const {
   std::vector<double> trackScore;
-  std::vector<ScoreMonitor> scoreMonitor;
   trackScore.reserve(tracks.size());
   scoreMonitor.reserve(tracks.size());
 
@@ -364,8 +364,6 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
 
   }  // end of loop over tracks
 
-  m_scoreMonitor = scoreMonitor;
-
   return trackScore;
 }
 
@@ -374,7 +372,7 @@ template <TrackContainerFrontend track_container_t, typename source_link_hash_t,
 std::vector<int> Acts::ScoreBasedAmbiguityResolution::solveAmbiguity(
     const track_container_t& tracks, source_link_hash_t sourceLinkHash,
     source_link_equality_t sourceLinkEquality,
-    const Optionals<typename track_container_t::ConstTrackProxy>& optionals)
+    const Optionals<typename track_container_t::ConstTrackProxy>& optionals, std::vector<ScoreMonitor>& scoreMonitor)
     const {
   ACTS_INFO("Number of tracks before Ambiguty Resolution: " << tracks.size());
   // vector of trackFeaturesVectors. where each trackFeaturesVector contains the
@@ -386,9 +384,9 @@ std::vector<int> Acts::ScoreBasedAmbiguityResolution::solveAmbiguity(
   std::vector<double> trackScore;
   trackScore.reserve(tracks.size());
   if (m_cfg.useAmbiguityScoring) {
-    trackScore = ambiguityScore(tracks, trackFeaturesVectors, optionals);
+    trackScore = ambiguityScore(tracks, trackFeaturesVectors, optionals, scoreMonitor);
   } else {
-    trackScore = simpleScore(tracks, trackFeaturesVectors, optionals);
+    trackScore = simpleScore(tracks, trackFeaturesVectors, optionals, scoreMonitor);
   }
 
   auto MeasurementIndexMap =
diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index da8575ce473..ec49b2e276c 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -24,7 +24,3 @@ bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
           trackFeatures.nSharedHits > detector.maxSharedHitsPerEta[etaBin]);
 }
 
-std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>
-Acts::ScoreBasedAmbiguityResolution::getScoreMonitor() const {
-  return m_scoreMonitor;
-}
diff --git a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
index 8eff13df3f1..25b150efbed 100644
--- a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
+++ b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
@@ -114,12 +114,16 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
 
   Acts::ScoreBasedAmbiguityResolution::Optionals<ConstTrackProxy> optionals;
   optionals.cuts.push_back(doubleHolesFilter);
+
+  std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> scoreMonitor = {};
+
   std::vector<int> goodTracks = m_ambi.solveAmbiguity(
-      tracks, &sourceLinkHash, &sourceLinkEquality, optionals);
+      tracks, &sourceLinkHash, &sourceLinkEquality, optionals, scoreMonitor);
   // Prepare the output track collection from the IDs
   TrackContainer solvedTracks{std::make_shared<Acts::VectorTrackContainer>(),
                               std::make_shared<Acts::VectorMultiTrajectory>()};
   solvedTracks.ensureDynamicColumns(tracks);
+
   for (auto iTrack : goodTracks) {
     auto destProxy = solvedTracks.makeTrack();
     auto srcProxy = tracks.getTrack(iTrack);
@@ -127,21 +131,22 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
     destProxy.tipIndex() = srcProxy.tipIndex();
   }
 
-  // Save the score monitor data to a ROOT file
-  nlohmann::json json_file;
-  std::ifstream file(m_cfg.configFile);
-  if (!file.is_open()) {
-    std::cerr << "Error opening file: " << m_cfg.configFile << std::endl;
-    return {};
-  }
-  file >> json_file;
-  file.close();
-  auto prtDetectorNames = std::make_unique<std::vector<std::string>>();
-  Acts::from_json(json_file, prtDetectorNames.get());
 
-  std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> scoreMonitor =
-      m_ambi.getScoreMonitor();
+
   if (!scoreMonitor.empty()) {
+    // load  names of detectors from the json file 
+    nlohmann::json json_file;
+    std::ifstream file(m_cfg.configFile);
+    if (!file.is_open()) {
+      std::cerr << "Error opening file: " << m_cfg.configFile << std::endl;
+      return {};
+    }
+    file >> json_file;
+    file.close();
+    auto prtDetectorNames = std::make_unique<std::vector<std::string>>();
+    Acts::from_json(json_file, prtDetectorNames.get());
+
+    // Save the score monitor data to a ROOT file
     Acts::saveScoreMonitor(scoreMonitor, m_cfg.monitorFile, *prtDetectorNames);
   } else {
     ACTS_ERROR("No score monitor data available to save.");
diff --git a/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
index 379f8340714..eac2a57a35f 100644
--- a/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
+++ b/Plugins/Root/include/Acts/Plugins/Root/AmbiScoreMonitor.hpp
@@ -19,6 +19,7 @@ void saveScoreMonitor(
     const std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>&
         scoreMonitor,
     const std::string& monitorFile,
-    const std::vector<std::string>& detectorNames = {});
+    const std::vector<std::string>& detectorNames = {},
+    const std::vector<std::string>& optionalFunctions = {});
 
 }
diff --git a/Plugins/Root/src/AmbiScoreMonitor.cpp b/Plugins/Root/src/AmbiScoreMonitor.cpp
index 0dc4a3cb1cd..03bcad903bf 100644
--- a/Plugins/Root/src/AmbiScoreMonitor.cpp
+++ b/Plugins/Root/src/AmbiScoreMonitor.cpp
@@ -17,7 +17,8 @@ void Acts::saveScoreMonitor(
     const std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>&
         scoreMonitor,
     const std::string& monitorFilePath,
-    const std::vector<std::string>& detectorNames) {
+    const std::vector<std::string>& detectorNames,
+    const std::vector<std::string>& optionalFunctions) {
   // Open ROOT file for writing
   TFile* file = TFile::Open(monitorFilePath.c_str(), "UPDATE");
   if (!file || file->IsZombie()) {
@@ -41,6 +42,7 @@ void Acts::saveScoreMonitor(
 
   std::vector<double> optionalScore;
   std::vector<std::string> detectorNamesroot(detectorNames);
+  std::vector<std::string> optionalFunctionsroot(optionalFunctions);
 
   double totalScore = 0;
 
@@ -58,6 +60,7 @@ void Acts::saveScoreMonitor(
   tree->Branch("detectorOtherScore", &detectorOtherScore);
   tree->Branch("optionalScore", &optionalScore);
   tree->Branch("detectorNames", &detectorNamesroot);
+  tree->Branch("optionalFunctions", &optionalFunctionsroot);
 
   // Fill the tree
   for (const auto& monitor : scoreMonitor) {
@@ -75,6 +78,7 @@ void Acts::saveScoreMonitor(
     detectorOtherScore = monitor.detectorOtherScore;
     optionalScore = monitor.optionalScore;
     detectorNamesroot = detectorNames;
+    optionalFunctionsroot = optionalFunctions;
 
     tree->Fill();
   }

From 725290ed3e1edf14c567116e7c53091beef8f24c Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Mon, 1 Sep 2025 18:50:37 +0200
Subject: [PATCH 49/56] link fixes

---
 .../ScoreBasedAmbiguityResolution.hpp           |  9 ++++++---
 .../ScoreBasedAmbiguityResolution.ipp           | 17 ++++++++---------
 .../ScoreBasedAmbiguityResolution.cpp           |  1 -
 .../ScoreBasedAmbiguityResolutionAlgorithm.cpp  |  5 ++---
 4 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index b117e513f24..b7189fdf5b5 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -204,7 +204,8 @@ class ScoreBasedAmbiguityResolution {
       const track_container_t& tracks,
       const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
-          {}, std::vector<ScoreMonitor>& scoreMonitor = {}) const;
+          {}, 
+      std::vector<ScoreMonitor>& scoreMonitor = {}) const;
 
   /// Compute the score of each track based on the ambiguity function.
   ///
@@ -217,7 +218,8 @@ class ScoreBasedAmbiguityResolution {
       const track_container_t& tracks,
       const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
-          {}, std::vector<ScoreMonitor>& scoreMonitor = {}) const;
+          {},
+      std::vector<ScoreMonitor>& scoreMonitor = {}) const;
 
   /// Rejects Tracks based on eta dependent cuts.
   ///
@@ -263,7 +265,8 @@ class ScoreBasedAmbiguityResolution {
       const track_container_t& tracks, source_link_hash_t sourceLinkHash,
       source_link_equality_t sourceLinkEquality,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
-          {}, std::vector<ScoreMonitor>& scoreMonitor = {}) const;
+          {},
+      std::vector<ScoreMonitor>& scoreMonitor = {}) const;
 
  private:
   Config m_cfg;
diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index 3ddee159832..9e5e51fc277 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -75,8 +75,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
     const track_container_t& tracks,
     const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
     const Optionals<typename track_container_t::ConstTrackProxy>& optionals,
-    std::vector<ScoreMonitor>& scoreMonitor)
-    const {
+    std::vector<ScoreMonitor>& scoreMonitor) const {
   std::vector<double> trackScore;
   
   trackScore.reserve(tracks.size());
@@ -211,9 +210,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     const track_container_t& tracks,
     const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
     const Optionals<typename track_container_t::ConstTrackProxy>& optionals,
-    std::vector<ScoreMonitor>& scoreMonitor
-  )
-    const {
+    std::vector<ScoreMonitor>& scoreMonitor) const {
   std::vector<double> trackScore;
   trackScore.reserve(tracks.size());
   scoreMonitor.reserve(tracks.size());
@@ -372,8 +369,8 @@ template <TrackContainerFrontend track_container_t, typename source_link_hash_t,
 std::vector<int> Acts::ScoreBasedAmbiguityResolution::solveAmbiguity(
     const track_container_t& tracks, source_link_hash_t sourceLinkHash,
     source_link_equality_t sourceLinkEquality,
-    const Optionals<typename track_container_t::ConstTrackProxy>& optionals, std::vector<ScoreMonitor>& scoreMonitor)
-    const {
+    const Optionals<typename track_container_t::ConstTrackProxy>& optionals,
+    std::vector<ScoreMonitor>& scoreMonitor) const {
   ACTS_INFO("Number of tracks before Ambiguty Resolution: " << tracks.size());
   // vector of trackFeaturesVectors. where each trackFeaturesVector contains the
   // number of hits/hole/outliers for each detector in a track.
@@ -384,9 +381,11 @@ std::vector<int> Acts::ScoreBasedAmbiguityResolution::solveAmbiguity(
   std::vector<double> trackScore;
   trackScore.reserve(tracks.size());
   if (m_cfg.useAmbiguityScoring) {
-    trackScore = ambiguityScore(tracks, trackFeaturesVectors, optionals, scoreMonitor);
+    trackScore = 
+        ambiguityScore(tracks, trackFeaturesVectors, optionals, scoreMonitor);
   } else {
-    trackScore = simpleScore(tracks, trackFeaturesVectors, optionals, scoreMonitor);
+    trackScore = 
+        simpleScore(tracks, trackFeaturesVectors, optionals, scoreMonitor);
   }
 
   auto MeasurementIndexMap =
diff --git a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
index ec49b2e276c..f1ffc74ce15 100644
--- a/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
+++ b/Core/src/AmbiguityResolution/ScoreBasedAmbiguityResolution.cpp
@@ -23,4 +23,3 @@ bool Acts::ScoreBasedAmbiguityResolution::etaBasedCuts(
           trackFeatures.nOutliers > detector.maxOutliersPerEta[etaBin] ||
           trackFeatures.nSharedHits > detector.maxSharedHitsPerEta[etaBin]);
 }
-
diff --git a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
index 25b150efbed..5faa6a5b0c8 100644
--- a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
+++ b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
@@ -115,7 +115,8 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
   Acts::ScoreBasedAmbiguityResolution::Optionals<ConstTrackProxy> optionals;
   optionals.cuts.push_back(doubleHolesFilter);
 
-  std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> scoreMonitor = {};
+  std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> scoreMonitor =
+      {};
 
   std::vector<int> goodTracks = m_ambi.solveAmbiguity(
       tracks, &sourceLinkHash, &sourceLinkEquality, optionals, scoreMonitor);
@@ -131,8 +132,6 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
     destProxy.tipIndex() = srcProxy.tipIndex();
   }
 
-
-
   if (!scoreMonitor.empty()) {
     // load  names of detectors from the json file 
     nlohmann::json json_file;

From 5d1763a4828d73eb8daeff4fc5e54d82ff730b71 Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Mon, 1 Sep 2025 19:04:51 +0200
Subject: [PATCH 50/56] link fix pro

---
 .../AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp   | 2 +-
 .../AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp   | 6 +++---
 .../src/ScoreBasedAmbiguityResolutionAlgorithm.cpp          | 2 +-
 3 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index b7189fdf5b5..d423fc88715 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -204,7 +204,7 @@ class ScoreBasedAmbiguityResolution {
       const track_container_t& tracks,
       const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
-          {}, 
+          {},
       std::vector<ScoreMonitor>& scoreMonitor = {}) const;
 
   /// Compute the score of each track based on the ambiguity function.
diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index 9e5e51fc277..e4f1aab4641 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -77,7 +77,7 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
     const Optionals<typename track_container_t::ConstTrackProxy>& optionals,
     std::vector<ScoreMonitor>& scoreMonitor) const {
   std::vector<double> trackScore;
-  
+
   trackScore.reserve(tracks.size());
   scoreMonitor.reserve(tracks.size());
 
@@ -381,10 +381,10 @@ std::vector<int> Acts::ScoreBasedAmbiguityResolution::solveAmbiguity(
   std::vector<double> trackScore;
   trackScore.reserve(tracks.size());
   if (m_cfg.useAmbiguityScoring) {
-    trackScore = 
+    trackScore =
         ambiguityScore(tracks, trackFeaturesVectors, optionals, scoreMonitor);
   } else {
-    trackScore = 
+    trackScore =
         simpleScore(tracks, trackFeaturesVectors, optionals, scoreMonitor);
   }
 
diff --git a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
index 5faa6a5b0c8..306d2f60cf3 100644
--- a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
+++ b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
@@ -133,7 +133,7 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
   }
 
   if (!scoreMonitor.empty()) {
-    // load  names of detectors from the json file 
+    // load  names of detectors from the json file
     nlohmann::json json_file;
     std::ifstream file(m_cfg.configFile);
     if (!file.is_open()) {

From 229eef688c93b9ce4ffb56b969444c908cbfdfb2 Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Mon, 1 Sep 2025 19:33:43 +0200
Subject: [PATCH 51/56] update to pointers

---
 .../ScoreBasedAmbiguityResolution.hpp         |  6 +--
 .../ScoreBasedAmbiguityResolution.ipp         | 41 +++++++++++++------
 ...ScoreBasedAmbiguityResolutionAlgorithm.cpp |  7 ++--
 3 files changed, 36 insertions(+), 18 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index d423fc88715..d4153292dbc 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -205,7 +205,7 @@ class ScoreBasedAmbiguityResolution {
       const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
           {},
-      std::vector<ScoreMonitor>& scoreMonitor = {}) const;
+      std::vector<ScoreMonitor>* scoreMonitor = nullptr) const;
 
   /// Compute the score of each track based on the ambiguity function.
   ///
@@ -219,7 +219,7 @@ class ScoreBasedAmbiguityResolution {
       const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
           {},
-      std::vector<ScoreMonitor>& scoreMonitor = {}) const;
+      std::vector<ScoreMonitor>* scoreMonitor = nullptr) const;
 
   /// Rejects Tracks based on eta dependent cuts.
   ///
@@ -266,7 +266,7 @@ class ScoreBasedAmbiguityResolution {
       source_link_equality_t sourceLinkEquality,
       const Optionals<typename track_container_t::ConstTrackProxy>& optionals =
           {},
-      std::vector<ScoreMonitor>& scoreMonitor = {}) const;
+      std::vector<ScoreMonitor>* scoreMonitor = nullptr) const;
 
  private:
   Config m_cfg;
diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index e4f1aab4641..237777d5b0b 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -75,12 +75,14 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
     const track_container_t& tracks,
     const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
     const Optionals<typename track_container_t::ConstTrackProxy>& optionals,
-    std::vector<ScoreMonitor>& scoreMonitor) const {
+    std::vector<ScoreMonitor>* scoreMonitor) const {
   std::vector<double> trackScore;
 
   trackScore.reserve(tracks.size());
-  scoreMonitor.reserve(tracks.size());
-
+  if (scoreMonitor){
+  scoreMonitor->clear();
+  scoreMonitor->reserve(tracks.size());
+  }
   int iTrack = 0;
 
   ACTS_VERBOSE("Number of detectors: " << m_cfg.detectorConfigs.size());
@@ -111,7 +113,9 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
       iTrack++;
       trackScore.push_back(score);
       monitor.setZero();
-      scoreMonitor.push_back(monitor);
+      if (scoreMonitor){
+      scoreMonitor->push_back(monitor);
+      }
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
@@ -142,8 +146,10 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
       iTrack++;
       trackScore.push_back(score);
       monitor.setZero();
-      scoreMonitor.push_back(monitor);
-      ACTS_DEBUG("Track: " << iTrack << " score : " << score);
+      if (scoreMonitor){
+        scoreMonitor->push_back(monitor);
+        }
+              ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
 
@@ -210,10 +216,15 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
     const track_container_t& tracks,
     const std::vector<std::vector<TrackFeatures>>& trackFeaturesVectors,
     const Optionals<typename track_container_t::ConstTrackProxy>& optionals,
-    std::vector<ScoreMonitor>& scoreMonitor) const {
+    std::vector<ScoreMonitor>* scoreMonitor) const {
   std::vector<double> trackScore;
   trackScore.reserve(tracks.size());
-  scoreMonitor.reserve(tracks.size());
+
+  if (scoreMonitor){
+  scoreMonitor->clear();
+  scoreMonitor->reserve(tracks.size());
+  }
+
 
   ACTS_VERBOSE("Using Ambiguity Scoring function");
 
@@ -251,7 +262,9 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
       iTrack++;
       trackScore.push_back(score);
       monitor.setZero();
-      scoreMonitor.push_back(monitor);
+      if (scoreMonitor){
+      scoreMonitor->push_back(monitor);
+      }
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
@@ -282,7 +295,9 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
       iTrack++;
       trackScore.push_back(score);
       monitor.setZero();
-      scoreMonitor.push_back(monitor);
+      if (scoreMonitor){
+        scoreMonitor->push_back(monitor);
+        }
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
@@ -356,7 +371,9 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
 
     // Add the score to the vector
     trackScore.push_back(score);
-    scoreMonitor.push_back(monitor);
+    if (scoreMonitor){
+      scoreMonitor->push_back(monitor);
+      }
     ACTS_VERBOSE("Track: " << iTrack << " score: " << score);
 
   }  // end of loop over tracks
@@ -370,7 +387,7 @@ std::vector<int> Acts::ScoreBasedAmbiguityResolution::solveAmbiguity(
     const track_container_t& tracks, source_link_hash_t sourceLinkHash,
     source_link_equality_t sourceLinkEquality,
     const Optionals<typename track_container_t::ConstTrackProxy>& optionals,
-    std::vector<ScoreMonitor>& scoreMonitor) const {
+    std::vector<ScoreMonitor>* scoreMonitor) const {
   ACTS_INFO("Number of tracks before Ambiguty Resolution: " << tracks.size());
   // vector of trackFeaturesVectors. where each trackFeaturesVector contains the
   // number of hits/hole/outliers for each detector in a track.
diff --git a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
index 306d2f60cf3..875c34956b9 100644
--- a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
+++ b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
@@ -115,11 +115,12 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
   Acts::ScoreBasedAmbiguityResolution::Optionals<ConstTrackProxy> optionals;
   optionals.cuts.push_back(doubleHolesFilter);
 
-  std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor> scoreMonitor =
-      {};
+
+  auto scoreMonitorPtr = std::make_unique<std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>>();
+  auto& scoreMonitor = *scoreMonitorPtr;
 
   std::vector<int> goodTracks = m_ambi.solveAmbiguity(
-      tracks, &sourceLinkHash, &sourceLinkEquality, optionals, scoreMonitor);
+      tracks, &sourceLinkHash, &sourceLinkEquality, optionals, scoreMonitorPtr.get());
   // Prepare the output track collection from the IDs
   TrackContainer solvedTracks{std::make_shared<Acts::VectorTrackContainer>(),
                               std::make_shared<Acts::VectorMultiTrajectory>()};

From d1a937eb61d4252c51fb045206766400c374f94b Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Mon, 1 Sep 2025 19:40:42 +0200
Subject: [PATCH 52/56] lint fix  2

---
 .../ScoreBasedAmbiguityResolution.ipp         | 35 +++++++++----------
 ...ScoreBasedAmbiguityResolutionAlgorithm.cpp |  9 ++---
 2 files changed, 22 insertions(+), 22 deletions(-)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
index 237777d5b0b..d371bb84ea8 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.ipp
@@ -79,9 +79,9 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
   std::vector<double> trackScore;
 
   trackScore.reserve(tracks.size());
-  if (scoreMonitor){
-  scoreMonitor->clear();
-  scoreMonitor->reserve(tracks.size());
+  if (scoreMonitor) {
+    scoreMonitor->clear();
+    scoreMonitor->reserve(tracks.size());
   }
   int iTrack = 0;
 
@@ -113,8 +113,8 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
       iTrack++;
       trackScore.push_back(score);
       monitor.setZero();
-      if (scoreMonitor){
-      scoreMonitor->push_back(monitor);
+      if (scoreMonitor) {
+        scoreMonitor->push_back(monitor);
       }
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
@@ -146,10 +146,10 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::simpleScore(
       iTrack++;
       trackScore.push_back(score);
       monitor.setZero();
-      if (scoreMonitor){
+      if (scoreMonitor) {
         scoreMonitor->push_back(monitor);
-        }
-              ACTS_DEBUG("Track: " << iTrack << " score : " << score);
+      }
+      ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
 
@@ -220,12 +220,11 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
   std::vector<double> trackScore;
   trackScore.reserve(tracks.size());
 
-  if (scoreMonitor){
-  scoreMonitor->clear();
-  scoreMonitor->reserve(tracks.size());
+  if (scoreMonitor) {
+    scoreMonitor->clear();
+    scoreMonitor->reserve(tracks.size());
   }
 
-
   ACTS_VERBOSE("Using Ambiguity Scoring function");
 
   int iTrack = 0;
@@ -262,8 +261,8 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
       iTrack++;
       trackScore.push_back(score);
       monitor.setZero();
-      if (scoreMonitor){
-      scoreMonitor->push_back(monitor);
+      if (scoreMonitor) {
+        scoreMonitor->push_back(monitor);
       }
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
@@ -295,9 +294,9 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
       iTrack++;
       trackScore.push_back(score);
       monitor.setZero();
-      if (scoreMonitor){
+      if (scoreMonitor) {
         scoreMonitor->push_back(monitor);
-        }
+      }
       ACTS_DEBUG("Track: " << iTrack << " score : " << score);
       continue;
     }
@@ -371,9 +370,9 @@ std::vector<double> Acts::ScoreBasedAmbiguityResolution::ambiguityScore(
 
     // Add the score to the vector
     trackScore.push_back(score);
-    if (scoreMonitor){
+    if (scoreMonitor) {
       scoreMonitor->push_back(monitor);
-      }
+    }
     ACTS_VERBOSE("Track: " << iTrack << " score: " << score);
 
   }  // end of loop over tracks
diff --git a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
index 875c34956b9..99235d6ffc6 100644
--- a/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
+++ b/Examples/Algorithms/AmbiguityResolution/src/ScoreBasedAmbiguityResolutionAlgorithm.cpp
@@ -115,12 +115,13 @@ ActsExamples::ScoreBasedAmbiguityResolutionAlgorithm::execute(
   Acts::ScoreBasedAmbiguityResolution::Optionals<ConstTrackProxy> optionals;
   optionals.cuts.push_back(doubleHolesFilter);
 
-
-  auto scoreMonitorPtr = std::make_unique<std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>>();
+  auto scoreMonitorPtr = std::make_unique<
+      std::vector<Acts::ScoreBasedAmbiguityResolution::ScoreMonitor>>();
   auto& scoreMonitor = *scoreMonitorPtr;
 
-  std::vector<int> goodTracks = m_ambi.solveAmbiguity(
-      tracks, &sourceLinkHash, &sourceLinkEquality, optionals, scoreMonitorPtr.get());
+  std::vector<int> goodTracks =
+      m_ambi.solveAmbiguity(tracks, &sourceLinkHash, &sourceLinkEquality,
+                            optionals, scoreMonitorPtr.get());
   // Prepare the output track collection from the IDs
   TrackContainer solvedTracks{std::make_shared<Acts::VectorTrackContainer>(),
                               std::make_shared<Acts::VectorMultiTrajectory>()};

From a4dc1421a91c506f2445e7abe86e39ea0725796c Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Tue, 2 Sep 2025 08:50:06 +0200
Subject: [PATCH 53/56] ci: Fix PR number lookup in sonar job (#4604)

After bumping from 5.3.0 to 5.3.1, the sonar action was treating the PR
number given as `"1234 "` literally, including the `"` and therefore did
not find the PR. I'm now removing the quotes and try to avoid the space
(which I think comes from a newline at the end of the PR number
artifact).
---
 .github/workflows/analysis.yml   | 2 +-
 .github/workflows/sonarcloud.yml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/analysis.yml b/.github/workflows/analysis.yml
index f8a45866cfa..ae6020bbc9d 100644
--- a/.github/workflows/analysis.yml
+++ b/.github/workflows/analysis.yml
@@ -82,7 +82,7 @@ jobs:
 
       - name: Save PR number to file
         if: github.event_name == 'pull_request'
-        run: echo ${{ github.event.number }} > PR_NUMBER.txt
+        run: echo -n ${{ github.event.number }} > PR_NUMBER.txt
 
       - name: Persist PR number
         if: github.event_name == 'pull_request'
diff --git a/.github/workflows/sonarcloud.yml b/.github/workflows/sonarcloud.yml
index bf0179a7f31..6c2a25b0363 100644
--- a/.github/workflows/sonarcloud.yml
+++ b/.github/workflows/sonarcloud.yml
@@ -124,7 +124,7 @@ jobs:
             --define sonar.coverageReportPaths=build/coverage/cov.xml
             --define sonar.projectVersion="${{ steps.next_version.outputs.content }}"
             --define sonar.scm.revision="${{ github.event.workflow_run.head_sha }}"
-            --define sonar.pullrequest.key="${{ steps.pr_number.outputs.content }}"
+            --define sonar.pullrequest.key=${{ steps.pr_number.outputs.content }}
             --define sonar.pullrequest.branch="${{ fromJson(steps.get_pr_data.outputs.data).head.ref }}"
             --define sonar.pullrequest.base="${{ fromJson(steps.get_pr_data.outputs.data).base.ref }}"
 

From c329639c9876eda0915533c4873645b6841fb9c3 Mon Sep 17 00:00:00 2001
From: ragansu <ragansu@gmail.com>
Date: Tue, 2 Sep 2025 11:35:06 +0200
Subject: [PATCH 54/56] added param score monitor for docs

---
 .../Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
index d4153292dbc..37b0935097c 100644
--- a/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
+++ b/Core/include/Acts/AmbiguityResolution/ScoreBasedAmbiguityResolution.hpp
@@ -198,6 +198,7 @@ class ScoreBasedAmbiguityResolution {
   /// @param tracks is the input track container
   /// @param trackFeaturesVectors is the trackFeatures map from detector ID to trackFeatures
   /// @param optionals is the user defined optional cuts to be applied.
+  /// @param scoreMonitor is an optional vector to monitor the track score
   /// @return a vector of scores for each track
   template <TrackContainerFrontend track_container_t>
   std::vector<double> simpleScore(
@@ -212,6 +213,7 @@ class ScoreBasedAmbiguityResolution {
   /// @param tracks is the input track container
   /// @param trackFeaturesVectors is the trackFeatures map from detector ID to trackFeatures
   /// @param optionals is the user defined optional cuts to be applied.
+  /// @param scoreMonitor is an optional vector to monitor the track score
   /// @return a vector of scores for each track
   template <TrackContainerFrontend track_container_t>
   std::vector<double> ambiguityScore(
@@ -258,6 +260,7 @@ class ScoreBasedAmbiguityResolution {
   /// @param sourceLinkHash is the  source links
   /// @param sourceLinkEquality is the equality function for the source links
   /// @param optionals are the optional cuts and score modifiers to be applied
+  /// @param scoreMonitor is an optional vector to monitor the track score
   /// @return a vector of IDs of the tracks we want to keep
   template <TrackContainerFrontend track_container_t,
             typename source_link_hash_t, typename source_link_equality_t>

From 0bbb43606efe306446b5b1c36352bd155d011a59 Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Tue, 2 Sep 2025 11:54:53 +0200
Subject: [PATCH 55/56] ci: Another attempt to get sonar working again (#4606)

---
 .github/workflows/sonarcloud.yml | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/sonarcloud.yml b/.github/workflows/sonarcloud.yml
index 6c2a25b0363..e76a54c9ee9 100644
--- a/.github/workflows/sonarcloud.yml
+++ b/.github/workflows/sonarcloud.yml
@@ -120,13 +120,13 @@ jobs:
           SONAR_TOKEN: ${{ secrets.SONAR_TOKEN }} # Put the name of your token here
         with:
           args: >
-            --define sonar.cfamily.compile-commands="build/compile_commands.json"
+            --define sonar.cfamily.compile-commands=build/compile_commands.json
             --define sonar.coverageReportPaths=build/coverage/cov.xml
-            --define sonar.projectVersion="${{ steps.next_version.outputs.content }}"
-            --define sonar.scm.revision="${{ github.event.workflow_run.head_sha }}"
+            --define sonar.projectVersion=${{ steps.next_version.outputs.content }}
+            --define sonar.scm.revision=${{ github.event.workflow_run.head_sha }}
             --define sonar.pullrequest.key=${{ steps.pr_number.outputs.content }}
-            --define sonar.pullrequest.branch="${{ fromJson(steps.get_pr_data.outputs.data).head.ref }}"
-            --define sonar.pullrequest.base="${{ fromJson(steps.get_pr_data.outputs.data).base.ref }}"
+            --define sonar.pullrequest.branch=${{ fromJson(steps.get_pr_data.outputs.data).head.ref }}
+            --define sonar.pullrequest.base=${{ fromJson(steps.get_pr_data.outputs.data).base.ref }}
 
       - name: Run sonar-scanner (push mode)
         uses: SonarSource/sonarqube-scan-action@v5.3.1
@@ -136,7 +136,7 @@ jobs:
           SONAR_TOKEN: ${{ secrets.SONAR_TOKEN }} # Put the name of your token here
         with:
           args: >
-            --define sonar.cfamily.compile-commands="build/compile_commands.json"
+            --define sonar.cfamily.compile-commands=build/compile_commands.json
             --define sonar.coverageReportPaths=build/coverage/cov.xml
-            --define sonar.projectVersion="${{ steps.next_version.outputs.content }}"
+            --define sonar.projectVersion=${{ steps.next_version.outputs.content }}
             --define sonar.branch.name=main

From 3bffc7c2f2a07dadf2d32eeb96a226bbad64d030 Mon Sep 17 00:00:00 2001
From: Paul Gessinger <paul.gessinger@cern.ch>
Date: Tue, 2 Sep 2025 14:55:16 +0200
Subject: [PATCH 56/56] fix: Wrong gap volume creation in r-stack and z shift
 (#4596)

The gap volumes produced when resizing a cylinder r-stack was incorrect when the volume update included a z-shifted transform: the gap volume would be produced with the original transform and therefore break the stack. This PR adds a unit test for this failure mode and a fix for it.
---
 Core/src/Geometry/CylinderVolumeStack.cpp     |   6 +-
 .../Geometry/CylinderVolumeStackTests.cpp     | 102 ++++++++++++++++++
 2 files changed, 105 insertions(+), 3 deletions(-)

diff --git a/Core/src/Geometry/CylinderVolumeStack.cpp b/Core/src/Geometry/CylinderVolumeStack.cpp
index 60a7226c614..15fcb36bcdd 100644
--- a/Core/src/Geometry/CylinderVolumeStack.cpp
+++ b/Core/src/Geometry/CylinderVolumeStack.cpp
@@ -980,7 +980,7 @@ void CylinderVolumeStack::update(std::shared_ptr<VolumeBounds> volbounds,
             ACTS_VERBOSE("~> Creating new gap volume at inner r");
             auto gapBounds = std::make_shared<CylinderVolumeBounds>(
                 newMinR, oldMinR, newHlZ);
-            auto gapTransform = m_groupTransform;
+            auto gapTransform = newVolume.globalTransform;
             auto gapVolume = addGapVolume(gapTransform, gapBounds);
             volumeTuples.insert(volumeTuples.begin(),
                                 VolumeTuple{*gapVolume, m_groupTransform});
@@ -1015,9 +1015,9 @@ void CylinderVolumeStack::update(std::shared_ptr<VolumeBounds> volbounds,
             ACTS_VERBOSE("~> Creating new gap volume at outer r");
             auto gapBounds = std::make_shared<CylinderVolumeBounds>(
                 oldMaxR, newMaxR, newHlZ);
-            auto gapTransform = m_groupTransform;
+            auto gapTransform = newVolume.globalTransform;
             auto gapVolume = addGapVolume(gapTransform, gapBounds);
-            volumeTuples.emplace_back(*gapVolume, m_groupTransform);
+            volumeTuples.emplace_back(*gapVolume, newVolume.globalTransform);
             auto gap = volumeTuples.back();
             printGapDimensions(gap);
           }
diff --git a/Tests/UnitTests/Core/Geometry/CylinderVolumeStackTests.cpp b/Tests/UnitTests/Core/Geometry/CylinderVolumeStackTests.cpp
index 74a3b03304b..aee1967c8f1 100644
--- a/Tests/UnitTests/Core/Geometry/CylinderVolumeStackTests.cpp
+++ b/Tests/UnitTests/Core/Geometry/CylinderVolumeStackTests.cpp
@@ -2612,6 +2612,108 @@ BOOST_AUTO_TEST_CASE(AsymmetricSingleSideResizeRNegativeFlipped) {
   BOOST_CHECK_CLOSE(originalSecondVol->center()[eZ], 0, 1e-10);
 }
 
+BOOST_AUTO_TEST_CASE(RStackGapCreationWithUpdatedTransform) {
+  double hlZ = 400_mm;
+  double rMin1 = 100_mm;
+  double rMax1 = 200_mm;
+  double rMin2 = 200_mm;
+  double rMax2 = 300_mm;
+
+  // Create two cylinder volumes stacked in r
+  auto bounds1 = std::make_shared<CylinderVolumeBounds>(rMin1, rMax1, hlZ);
+  auto bounds2 = std::make_shared<CylinderVolumeBounds>(rMin2, rMax2, hlZ);
+
+  Transform3 transform = Transform3::Identity();
+  auto vol1 = std::make_shared<Volume>(transform, bounds1);
+  auto vol2 = std::make_shared<Volume>(transform, bounds2);
+
+  std::vector<Volume*> volumes = {vol1.get(), vol2.get()};
+  // Test with Gap for outer radius and Expand for inner radius
+  CylinderVolumeStack cylStack(volumes, AxisDirection::AxisR,
+                               VolumeAttachmentStrategy::Midpoint,
+                               VolumeResizeStrategy::Gap, *logger);
+
+  cylStack.update(
+      std::make_shared<CylinderVolumeBounds>(50_mm, rMax2, hlZ + 5_mm),
+      Transform3(Translation3(Vector3::UnitZ() * 5_mm)), *logger);
+
+  auto& cylBounds =
+      dynamic_cast<CylinderVolumeBounds&>(cylStack.volumeBounds());
+
+  BOOST_CHECK_EQUAL(cylBounds.get(CylinderVolumeBounds::eMinR), 50_mm);
+  BOOST_CHECK_EQUAL(cylBounds.get(CylinderVolumeBounds::eMaxR), rMax2);
+  BOOST_CHECK_EQUAL(cylBounds.get(CylinderVolumeBounds::eHalfLengthZ),
+                    hlZ + 5_mm);
+
+  auto gapIt = std::ranges::find_if(volumes, [&](const auto* vol) {
+    return vol != vol1.get() && vol != vol2.get();  // Find gap volume
+  });
+
+  BOOST_REQUIRE(gapIt != volumes.end());
+
+  const auto* gap1 = *gapIt;
+
+  BOOST_CHECK_EQUAL(vol1->center()[eZ], 5_mm);
+  BOOST_CHECK_EQUAL(vol2->center()[eZ], 5_mm);
+  BOOST_CHECK_EQUAL(gap1->center()[eZ], 5_mm);
+
+  cylStack.update(
+      std::make_shared<CylinderVolumeBounds>(50_mm, 350_mm, hlZ + 10_mm),
+      Transform3(Translation3(Vector3::UnitZ() * 10_mm)), *logger);
+
+  gapIt = std::ranges::find_if(volumes, [&](const auto* vol) {
+    return vol != vol1.get() && vol != vol2.get() &&
+           vol != gap1;  // Find gap volume
+  });
+
+  BOOST_REQUIRE(gapIt != volumes.end());
+
+  const auto* gap2 = *gapIt;
+
+  BOOST_CHECK_EQUAL(vol1->center()[eZ], 10_mm);
+  BOOST_CHECK_EQUAL(vol2->center()[eZ], 10_mm);
+  BOOST_CHECK_EQUAL(gap1->center()[eZ], 10_mm);
+  BOOST_CHECK_EQUAL(gap2->center()[eZ], 10_mm);
+
+  const auto& gap1Bounds =
+      dynamic_cast<const CylinderVolumeBounds&>(gap1->volumeBounds());
+
+  const auto& gap2Bounds =
+      dynamic_cast<const CylinderVolumeBounds&>(gap2->volumeBounds());
+
+  bounds1 =
+      std::dynamic_pointer_cast<CylinderVolumeBounds>(vol1->volumeBoundsPtr());
+  bounds2 =
+      std::dynamic_pointer_cast<CylinderVolumeBounds>(vol2->volumeBoundsPtr());
+
+  BOOST_REQUIRE(bounds1 != nullptr);
+  BOOST_REQUIRE(bounds2 != nullptr);
+
+  BOOST_CHECK_EQUAL(bounds1->get(CylinderVolumeBounds::eMinR), rMin1);
+  BOOST_CHECK_EQUAL(bounds1->get(CylinderVolumeBounds::eMaxR), rMax1);
+  BOOST_CHECK_EQUAL(bounds1->get(CylinderVolumeBounds::eHalfLengthZ),
+                    hlZ + 10_mm);
+
+  BOOST_CHECK_EQUAL(bounds2->get(CylinderVolumeBounds::eMinR), rMin2);
+  BOOST_CHECK_EQUAL(bounds2->get(CylinderVolumeBounds::eMaxR), rMax2);
+  BOOST_CHECK_EQUAL(bounds2->get(CylinderVolumeBounds::eHalfLengthZ),
+                    hlZ + 10_mm);
+
+  BOOST_CHECK_EQUAL(gap1Bounds.get(CylinderVolumeBounds::eMinR), 50_mm);
+  BOOST_CHECK_EQUAL(gap1Bounds.get(CylinderVolumeBounds::eMaxR), rMin1);
+  BOOST_CHECK_EQUAL(gap1Bounds.get(CylinderVolumeBounds::eHalfLengthZ),
+                    hlZ + 10_mm);
+
+  BOOST_CHECK_EQUAL(gap2Bounds.get(CylinderVolumeBounds::eMinR), rMax2);
+  BOOST_CHECK_EQUAL(gap2Bounds.get(CylinderVolumeBounds::eMaxR), 350_mm);
+  BOOST_CHECK_EQUAL(gap2Bounds.get(CylinderVolumeBounds::eHalfLengthZ),
+                    hlZ + 10_mm);
+
+  BOOST_CHECK_EQUAL(vol1->center()[eZ], 10_mm);
+  BOOST_CHECK_EQUAL(vol2->center()[eZ], 10_mm);
+  BOOST_CHECK_EQUAL(gap1->center()[eZ], 10_mm);
+}
+
 BOOST_AUTO_TEST_SUITE_END()
 
 }  // namespace Acts::Test