Latent modes of nonlinear flows: a Koopman theory analysis

Extracting the latent underlying structures of complex nonlinear local and nonlocal flows is essential for analysis and modelling. In this resource, the authors attempt to provide a consistent framework through Koopman theory and its related popular discrete approximation - dynamic mode decompositio...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Beteiligte Personen: Cohen, Ido (VerfasserIn), Gilboa, Guy (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cambridge Cambridge University Press 2023
Schriftenreihe:Cambridge elements
Schlagwörter:
Links:https://doi.org/10.1017/9781009323826
https://doi.org/10.1017/9781009323826
https://doi.org/10.1017/9781009323826
https://doi.org/10.1017/9781009323826
https://doi.org/10.1017/9781009323826
Zusammenfassung:Extracting the latent underlying structures of complex nonlinear local and nonlocal flows is essential for analysis and modelling. In this resource, the authors attempt to provide a consistent framework through Koopman theory and its related popular discrete approximation - dynamic mode decomposition (DMD)
Beschreibung:Also issued in print: 2023. - Includes bibliographical references
Umfang:1 Online-Ressource (55 Seiten) Illustrationen
ISBN:9781009323826
DOI:10.1017/9781009323826