Deep learning based numerical approximation algorithms for stochastic partial differential equations

Christian Beck, Sebastian Becker, Patrick Cheridito +2

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