Deep Neural networks for solving high-dimensional parabolic partial differential equations

Wenzhong Zhang, Zheyuan Hu, Wei Cai +1

The numerical solution of high dimensional partial differential equations (PDEs) is severely constrained by the curse of dimensionality (CoD), rendering classical grid--based metho…