Loss Landscape Engineering via Data Regulation on PINNs

Vignesh Gopakumar, Stanislas Pamela, Debasmita Samaddar

Physics-Informed Neural Networks have shown unique utility in parameterising the solution of a well-defined partial differential equation using automatic differentiation and residu…