Learning Nonlinear Dynamics Using Kalman Smoothing

Jacob Stevens-Haas, Yash Bhangale, Aleksandr Aravkin +1

Identifying Ordinary Differential Equations (ODEs) from measurement data requires both fitting the dynamics and assimilating, either implicitly or explicitly, the measurement data.…