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Latent Modes of Nonlinear Flows: A Koopman Theory Analysis - Elements in Non-local Data Interactions: Foundations and Applications Cohen, Ido (Technion - Israel Institute of Technology)
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Latent Modes of Nonlinear Flows: A Koopman Theory Analysis - Elements in Non-local Data Interactions: Foundations and Applications
Cohen, Ido (Technion - Israel Institute of Technology)
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).
75 pages, Worked examples or Exercises
| Media | Books Paperback Book (Book with soft cover and glued back) |
| Released | June 29, 2023 |
| ISBN13 | 9781009323857 |
| Publishers | Cambridge University Press |
| Pages | 64 |
| Dimensions | 229 × 151 × 6 mm · 112 g |