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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).
Buchkauf
Latent Modes of Nonlinear Flows, Ido Cohen, Guy Gilboa
- Sprache
- Erscheinungsdatum
- 2023
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- (Paperback)
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- Titel
- Latent Modes of Nonlinear Flows
- Sprache
- Englisch
- Autor*innen
- Ido Cohen, Guy Gilboa
- Erscheinungsdatum
- 2023
- Einband
- Paperback
- Seitenzahl
- 64
- ISBN10
- 1009323857
- ISBN13
- 9781009323857
- Reihe
- Schlagwörter
- Sachbücher, Wissenschaft & Mathematik, Natur, Mathematik
- Beschreibung
- 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).