Deep learning based numerical approximation algorithms for stochastic partial differential equations

Christian Beck, Sebastian Becker, Patrick Cheridito +2

In this article, we introduce and analyze a deep learning based approximation algorithm for SPDEs. Our approach employs neural networks to approximate the solutions of SPDEs along…