Andrea Manzoni

SINDy vs Hard Nonlinearities and Hidden Dynamics: a Benchmarking Study

2024 · arXiv (Cornell University)

In this work we analyze the effectiveness of the Sparse Identification of Nonlinear Dynamics (SINDy) technique on three benchmark datasets for nonlinear identification, to provide a better understanding of its suitability when tackling real dynamical …