PSI-SINDy: Post-Selection Inference for Sparse Identification of Nonlinear Dynamics

Sparse identification of nonlinear dynamics (SINDy) is a data-driven framework for discovering governing dynamics from time-series data by identifying a sparse subset of candidate dynamical terms from a prespecified library.