Learning Sparse Nonlinear Dynamics via Mixed-Integer Optimization

Dimitris Bertsimas, Wes Gurnee

Discovering governing equations of complex dynamical systems directly from data is a central problem in scientific machine learning. In recent years, the sparse identification of n…