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Latent Modes of Nonlinear Flows

A Koopman Theory Analysis

Elements in Non-local Data Interactions: Foundatio
Latent Modes of Nonlinear Flows
Latent Modes of Nonlinear Flows
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Extracting the latent underlying structures of complex nonlinear local and nonlocal flows is essential for their analysis and modeling. In this Element the authors attempt to provide a consistent framework through Koopman theory and its related popular discrete approximation - dynamic mode decomposition (DMD).