PIMGT

Physics-Informed Meta Graph Transformer for Travel State Estimation via Traffic Density

Accessible Novel Architectures:

• PartialRefinementSystem/PIMGT_Internal_Integration
• PartialRefinementSystem/PIMGT_External_Integration
• FullRefinementSystem/PIMGT_Internal_Integration
• FullRefinementSystem/PIMGT_External_Integration

Execution instructions included in README files in each architecture subdirectory

PIMGT_External_Integration and PIMGT_Internal_Integration in both refinement systems are novel workflows designed by Alex Glover. Publication detailing work is in progress.

Note: MGT_Modified is the work of http://github.com/lonicera-yx/MGT with modifications I made to make the code CUDA compatible. I made no logical transformations from the original workflow. This workflow is now compatible with CUDA as tested with ASUS ProArt GeForce RTX 4080 SUPER OC powered by NVIDIA DLSS3