Estimate of Koopman Modes and Eigenvalues with Kalman Filter for Autonomous and Non-autonomous Dynamical Systems
This paper introduces an Ensemble Kalman Filter (EnKF) based method to improve the estimation accuracy of Koopman modes and eigenvalues from noisy measurement data, applicable to both autonomous and non-autonomous dynamical systems.