Solving stochastic partial differential equations using neural networks in the Wiener chaos expansion

Ariel Neufeld, Philipp Schmocker

In this paper, we solve stochastic partial differential equations (SPDEs) numerically by using (possibly random) neural networks in the truncated Wiener chaos expansion of their co…