dynamical systems

(RA-L 2024) EnKode - Active learning of flows with Koopman operators
We design an uncertainty quantification measure for active learning of dynamical systems with the Koopman operator.
(RA-L 2024) EnKode - Active learning of flows with Koopman operators
(L4DC 2023) Learning Global Dynamics using Koopman Operator Theory
We develop a learning framework for modeling the global dynamics of complex dynamical systems using Koopman operator theory and Fourier Features.
(L4DC 2023) Learning Global Dynamics using Koopman Operator Theory