Latent Modes of Nonlinear Flows: A Koopman Theory Analysis (Bog, Paperback / softback, Engelsk)

Latent Modes of Nonlinear Flows: A Koopman Theory Analysis

(Bog, Paperback / softback, Engelsk)
Forfattere: Ido (Technion - Israel Institute of Technology) Cohen, Guy (Technion - Israel Institute of Technology) Gilboa

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Beskrivelse

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).

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Alle detaljer

Forlag Cambridge University Press
Forfattere Ido (Technion - Israel Institute of Technology) Cohen, Guy (Technion - Israel Institute of Technology) Gilboa
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgivelsesdato 29-06-2023
Første udgivelsesår 2023
Serie Elements in Non-local Data Interactions: Foundations and Applications
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 64
Indbinding Paperback / softback
Forlag Cambridge University Press
Sideoplysninger 64 pages, Worked examples or Exercises
Mål 151 x 229 x 6
ISBN-13 / EAN-13 9781009323857