StPINNs - Deep learning framework for approximation of stochastic differential equations

Marcin Baranek, Paweł Przybyłowicz

In this paper, we introduce the SPINNs (stochastic physics-informed neural networks) in a systematic manner. This provides a mathematical framework for approximating the solution o…