A Robust SINDy Approach by Combining Neural Networks and an Integral Form

Ali Forootani, Pawan Goyal, Peter Benner

The discovery of governing equations from data has been an active field of research for decades. One widely used methodology for this purpose is sparse regression for nonlinear dyn…