Gradient-free training of neural ODEs for system identification and control using ensemble Kalman inversion

Lucas Böttcher

Ensemble Kalman inversion (EKI) is a sequential Monte Carlo method used to solve inverse problems within a Bayesian framework. Unlike backpropagation, EKI is a gradient-free optimi…