GNNs and Physics Project

This repository showcases the results of simulating diffusion on a line graph using GNNs. Below can be found the structure of the repository.

Table of Contents

• Diffusion without Conservation

• Diffusion with Conservation

  • No Advection/Velocity

    • Run 1 (No Velocity)
      • GCN
      • GAT
    • Run 2 (No Velocity)
      • GCN
      • GAT

  • With Advection/Velocity

    • Run 1 (With Velocity)
      • GCN
      • GAT
    • Run 2 (With Velocity)
      • GCN
      • GAT

Project Report

You can read the full report here:
📄 View PDF Report