Robust Sparse Identification of Nonlinear Dynamics via Least Trimmed Squares

Fabio Amaral, Geovani N. Grapiglia, Cassio M. Oishi

In this work, we propose a robust Sparse Identification of Nonlinear Dynamics (SINDy) pipeline for handling datasets corrupted by noise and outliers. The method decouples outlier f…