Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations

Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang +1

The residual loss in Physics-Informed Neural Networks (PINNs) alters the simple recursive relation of layers in a feed-forward neural network by applying a differential operator, r…