$\Delta$-PINNs: physics-informed neural networks on complex geometries

Francisco Sahli Costabal, Simone Pezzuto, Paris Perdikaris

Physics-informed neural networks (PINNs) have demonstrated promise in solving forward and inverse problems involving partial differential equations. Despite recent progress on expa…