Implicit Stochastic Gradient Descent for Training Physics-informed Neural Networks

Ye Li, Song-Can Chen, Sheng-Jun Huang

Physics-informed neural networks (PINNs) have effectively been demonstrated in solving forward and inverse differential equation problems, but they are still trapped in training fa…