Sparse reconstruction of ordinary differential equations with inference

Sara Venkatraman, Sumanta Basu, Martin T. Wells

Sparse regression has emerged as a popular technique for learning dynamical systems from temporal data, beginning with the SINDy (Sparse Identification of Nonlinear Dynamics) frame…