no code implementations • 11 Mar 2023 • Christopher W. Curtis, D. Jay Alford-Lago, Erik Bollt, Andrew Tuma
This appears to be a key feature in enhancing the DMD overall, and it should help provide further insight for developing other deep learning methods for time series analysis and model generation.
1 code implementation • 10 Aug 2021 • Daniel J. Alford-Lago, Christopher W. Curtis, Alexander T. Ihler, Opal Issan
Koopman operator theory shows how nonlinear dynamical systems can be represented as an infinite-dimensional, linear operator acting on a Hilbert space of observables of the system.