Revisiting PINNs: Generative Adversarial Physics-informed Neural Networks and Point-weighting Method

Wensheng Li, Chao Zhang, Chuncheng Wang +2

Physics-informed neural networks (PINNs) provide a deep learning framework for numerically solving partial differential equations (PDEs), and have been widely used in a variety of…