GNN-Based Flow Prediction Integration of GNNs with classical CFD simulations 2D Advection-Diffusion Solver Serial and parallel solvers for the 2D advection-diffusion equation using Python Basic CFD Flows in Python Two classic CFD problems implemented with finite differences for learning flow physics and numerical methods.