Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations

Chuqi Chen, Yahong Yang, Yang Xiang +1

Neural network-based approaches have recently shown significant promise in solving partial differential equations (PDEs) in science and engineering, especially in scenarios featuri…