Ensemble Kalman Inversion for Sparse Learning of Dynamical Systems from Time-Averaged Data

Tapio Schneider, Andrew M. Stuart, Jin-Long Wu

Enforcing sparse structure within learning has led to significant advances in the field of data-driven discovery of dynamical systems. However, such methods require access not only…