Sparse Identification of Nonlinear Dynamics with Side Information (SINDy-SI)

Gabriel F. Machado, Morgan Jones

Modern societies have an abundance of data yet good system models are rare. Unfortunately, many of the current system identification and machine learning techniques fail to general…