Featurizing Koopman Mode Decomposition

1 code implementation • 14 Dec 2023 • David Aristoff, Jeremy Copperman, Nathan Mankovich, Alexander Davies

This article introduces an advanced Koopman mode decomposition (KMD) technique -- coined Featurized Koopman Mode Decomposition (FKMD) -- that uses time embedding and Mahalanobis scaling to enhance analysis and prediction of high dimensional dynamical systems.

Dimensionality Reduction