Multiscale graph neural networks with adaptive mesh refinement for accelerating mesh-based simulations

Roberto Perera, Vinamra Agrawal

Mesh-based Graph Neural Networks (GNNs) have recently shown capabilities to simulate complex multiphysics problems with accelerated performance times. However, mesh-based GNNs requ…