A Residual Guided strategy with Generative Adversarial Networks in training Physics-Informed Transformer Networks

Ziyang Zhang, Feifan Zhang, Weidong Tang +2

Nonlinear partial differential equations (PDEs) are pivotal in modeling complex physical systems, yet traditional Physics-Informed Neural Networks (PINNs) often struggle with unres…