GNN-FEM

Graph Neural Networks accelerate physics simulations for magnets and fracture mechanics

Researchers have developed novel graph neural network (GNN) frameworks to accelerate complex physics simulations. One approach, SuperCond-GNN, uses GNNs as a surrogate model to predict voltage distribution in supercondu…