Energy Dissipation Preserving Feature-based DNN Galerkin Methods for Gradient Flows

Tao Tang, Jiang Yang, Yuxiang Zhao +1

In recent years, deep learning methods, exemplified by Physics-Informed Neural Networks (PINNs), have been widely applied to the numerical solution of differential equations. Howev…