Model selection for dynamical systems via sparse regression and information criteria

Niall M. Mangan, J. Nathan Kutz, Steven L. Brunton +1

We develop an algorithm for model selection which allows for the consideration of a combinatorially large number of candidate models governing a dynamical system. The innovation ci…