This project performs a 3D reconstruction of a cylindrical asphalt mixture sample from a set images on a Dicom file format. The components of asphalt mixture will be identified through 3-phase segmentation. Additionally, a 3D model of the asphalt mixture reconstruction was developed. The project was implemented on the Python programming language…

This repository include the source codes for "AutoHWTT", an analysis tool for Hamburg Wheel Tracker Test, developed by Asphalt Binder and Mixture Laboratory (ABML) at Turner-Fairbank Highway Research Center (TFHRC). AutoHWTT provides GUI to facilitate the analysis of asphalt mixture HWTT results and serves as a database for storing the results.

Library of machine learning models for Brazilian asphalt material data

Marshall Mix Design

in-dev

This repository include the analysis codes and data used in TRB manuscript for evaluating the Polymer-modified mixtures of TFHRC PTF Pit A/B lanes.

Repository with data and code for the prediction of RAP DoA using Compaction Temperature, Air voids and ITS with machine learning techniques

This repository include the analysis codes and data used in TRR manuscript for evaluating the RA-modified high-RAP mixtures of TFHRC PTF Pit C lanes.