Online learning in bifurcating dynamic systems via SINDy and Kalman filtering

Luca Rosafalco, Paolo Conti, Andrea Manzoni +2

We propose the use of the Extended Kalman Filter (EKF) for online data assimilation and update of a dynamic model, preliminary identified through the Sparse Identification of Nonli…