Skip to content
@tum-pbs

TUM Physics-based Simulation

Popular repositories Loading

  1. PhiFlow PhiFlow Public

    A differentiable PDE solving framework for machine learning

    Python 1.8k 217

  2. pbdl-book pbdl-book Public

    Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

    Jupyter Notebook 1.2k 190

  3. Solver-in-the-Loop Solver-in-the-Loop Public

    Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers

    Python 169 31

  4. MSBG MSBG Public

    Multiresolution Sparse Block Grids (MSBG) library

    C++ 158 25

  5. mantaflow mantaflow Public

    Forked from thunil/mantaflow

    mantaflow is an open-source framework targeted at fluid simulation research in Computer Graphics and Machine Learning.

    C++ 145 30

  6. autoreg-pde-diffusion autoreg-pde-diffusion Public

    Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation

    Jupyter Notebook 100 13

Repositories

Showing 10 of 52 repositories
  • diffSPH Public
    tum-pbs/diffSPH’s past year of commit activity
    Jupyter Notebook 41 Apache-2.0 9 2 0 Updated Dec 3, 2025
  • game-physics-template Public

    Template code for game physics lecture

    tum-pbs/game-physics-template’s past year of commit activity
    C++ 7 15 3 2 Updated Dec 2, 2025
  • PBFM Public

    PBFM code

    tum-pbs/PBFM’s past year of commit activity
    Python 17 Apache-2.0 1 0 0 Updated Dec 1, 2025
  • ADL4P Public
    tum-pbs/ADL4P’s past year of commit activity
    HTML 13 MIT 2 1 0 Updated Nov 27, 2025
  • inc-paper Public

    Paper website for INC

    tum-pbs/inc-paper’s past year of commit activity
    JavaScript 1 0 0 0 Updated Nov 22, 2025
  • emulator-superiority Public

    "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]

    tum-pbs/emulator-superiority’s past year of commit activity
    Jupyter Notebook 11 0 0 0 Updated Nov 19, 2025
  • ConFIG Public

    [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method

    tum-pbs/ConFIG’s past year of commit activity
    Python 95 MIT 8 1 (1 issue needs help) 0 Updated Nov 18, 2025
  • INC Public

    INC paper

    tum-pbs/INC’s past year of commit activity
    Python 4 Apache-2.0 0 0 0 Updated Nov 17, 2025
  • apebench-paper Public

    [Project Page] A benchmark suite for autoregressive neural emulation of PDEs, accepted at Neurips 2024.

    tum-pbs/apebench-paper’s past year of commit activity
    9 1 0 0 Updated Nov 17, 2025
  • apebench Public

    [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)

    tum-pbs/apebench’s past year of commit activity
    Python 90 MIT 2 11 4 Updated Nov 11, 2025

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

Loading…

Most used topics

Loading…