Learning to Solve PDE-constrained Inverse Problems with Graph Networks

Qingqing Zhao, David B. Lindell, Gordon Wetzstein

Abstract: Learned graph neural networks (GNNs) have recently been established as fast and accurate alternatives for principled solvers in simulating the dynamics of physical systems. In many application doma...