Optimizing Variational Physics-Informed Neural Networks Using Least Squares

Carlos Uriarte, Manuela Bastidas, David Pardo +2

Variational Physics-Informed Neural Networks often suffer from poor convergence when using stochastic gradient-descent-based optimizers. By introducing a Least Squares solver for t…