Optimally weighted loss functions for solving PDEs with Neural Networks

Remco van der Meer, Cornelis Oosterlee, Anastasia Borovykh

Recent works have shown that deep neural networks can be employed to solve partial differential equations, giving rise to the framework of physics informed neural networks. We intr…