finite element method

Solving multiscale stochastic partial differential equations using deep neural networks

The applicability of traditional methods for stochastic partial differential equations (SPDEs) including Monte Carlo (MC) methods (and its variants), operator based methods, moment methods and generalized polynomial chaos (gPC) is typically …