A new strategy for physics-informed neural networks based on hierarchical collocation point refinement

Minjae Choi, Dukhwan Shin, Youngsoo Yang +1

Physics-informed neural networks (PINNs) offer a flexible framework for solving partial differential equations (PDEs), but training can become computationally expensive when a larg…