Adaptive Physics-informed Neural Networks: A Survey

Edgar Torres, Jonathan Schiefer, Mathias Niepert

Physics-informed neural networks (PINNs) have emerged as a promising approach to solving partial differential equations (PDEs) using neural networks, particularly in data-scarce sc…