On Higher Order Drift and Diffusion Estimates for Stochastic SINDy

Mathias Wanner, Igor Mezić

The Sparse Identification of Nonlinear Dynamics (SINDy) algorithm can be applied to stochastic differential equations to estimate the drift and the diffusion function using data fr…