Paperback
Unlock hidden patterns in complex flows with Koopman theory and DMD.
Latent Modes of Nonlinear Flows
a koopman theory analysis
$64.76
- Paperback
75 pages
- Release Date
31 May 2023
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Summary
Unveiling Hidden Structures: A Koopman-Based Approach to Nonlinear Flows
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).
They investigate the conditions to perform appropriate linearization, dimensionality reduction…
Book Details
| ISBN-13: | 9781009323857 |
|---|---|
| ISBN-10: | 1009323857 |
| Series: | Elements in Non-local Data Interactions: Foundations and Applications |
| Author: | Ido Cohen, Guy Gilboa |
| Publisher: | Cambridge University Press |
| Imprint: | Cambridge University Press |
| Format: | Paperback |
| Number of Pages: | 75 |
| Release Date: | 31 May 2023 |
| Weight: | 132g |
| Dimensions: | 230mm x 153mm x 5mm |
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