A Data-Driven Framework for Koopman Semigroup Estimation in Stochastic Dynamical Systems

Yuanchao Xu, Kaidi Shao, Isao Ishikawa +3

We present Stochastic Dynamic Mode Decomposition (SDMD), a novel data-driven framework for approximating the Koopman semigroup in stochastic dynamical systems. Unlike existing meth…