Learning stochastic dynamical systems with neural networks mimicking the Euler-Maruyama scheme

Noura Dridi, Lucas Drumetz, Ronan Fablet

Stochastic differential equations (SDEs) are one of the most important representations of dynamical systems. They are notable for the ability to include a deterministic component o…