GNS: A generalizable Graph Neural Network-based simulator for particulate and fluid modeling

Krishna Kumar, Joseph Vantassel

We develop a PyTorch-based Graph Network Simulator (GNS) that learns physics and predicts the flow behavior of particulate and fluid systems. GNS discretizes the domain with nodes…