Learn Singularly Perturbed Solutions via Homotopy Dynamics

Chuqi Chen, Yahong Yang, Yang Xiang +1

Solving partial differential equations (PDEs) using neural networks has become a central focus in scientific machine learning. Training neural networks for singularly perturbed pro…