Massimiliano Pontil

Toeplitz‐Based Spectral Methods for Data‐driven Dynamical Systems

ABSTRACT We introduce a Toeplitz‐based framework for data‐driven spectral estimation of linear evolution operators in dynamical systems. Focusing on transfer and Koopman operators from equilibrium trajectories without access to the underlying equations of motion, our method appli...