Incorporating Continuous Dependence Qualifies Physics-Informed Neural Networks for Operator Learning

Guojie Li, Wuyue Yang, Liu Hong

Physics-informed neural networks (PINNs) have been proven as a promising way for solving various partial differential equations, especially high-dimensional ones and those with irr…