Recipes for when Physics Fails: Recovering Robust Learning of Physics Informed Neural Networks

Chandrajit Bajaj, Luke McLennan, Timothy Andeen +1

Physics-informed Neural Networks (PINNs) have been shown to be effective in solving partial differential equations by capturing the physics induced constraints as a part of the tra…