A Structure-Preserving Framework for Solving Parabolic Partial Differential Equations with Neural Networks

Gaohang Chen, Lili Ju, Zhonghua Qiao

Solving partial differential equations (PDEs) with neural networks (NNs) has shown great potential in various scientific and engineering fields. However, most existing NN solvers m…