Sparse-mode Dynamic Mode Decomposition for Disambiguating Local and Global Structures

Sara M. Ichinaga, Steven L. Brunton, Aleksandr Y. Aravkin +1

The dynamic mode decomposition (DMD) is a data-driven approach that extracts the dominant features from spatiotemporal data. In this work, we introduce sparse-mode DMD, a new varia…