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Dynamic mode decomposition: data-driven modeling of complex systems

Dynamic mode decomposition: data-driven modeling of complex systems
Catalogue Information
Field name Details
Dewey Class 518.2 (DDC 23)
Title Dynamic mode decomposition : data-driven modeling of complex systems (M) / J. Nathan Kutz [...] and others
Author Kutz, Jose Nathan
Added Personal Name Brunton, Steven L.
Brunton, Bingni W.
Proctor, Joshua L.
Publication Philadelphia : Society for Industrial and Applied Mathematics , 2016
Physical Details xvi, 234 pages ; 26 cm
Series Other Titles in Applied Mathematics ; 149
ISBN 9781611974492
Summary Note Preface; Notation; Acronyms; 1. Dynamic mode decomposition: an introduction; 2. Fluid dynamics; 3. Koopman analysis; 4. Video processing; 5. Multiresolution DMD; 6. DMD with control; 7. Delay coordinates, ERA, and hidden Markov models; 8. Noise and power; 9. Sparsity and DMD; 10. DMD on nonlinear observables; 11. Epidemiology; 12. Neuroscience; 13. Financial trading; Glossary; Bibliography; Index.:
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Catalogue Information 31426 Beginning of record . Catalogue Information 31426 Top of page .
Item Information
Barcode Shelf Location Collection Volume Ref. Branch Status Due Date
0000000043674 517.97 KUT
General   SISSA . . Available .  
. Catalogue Record 31426 ItemInfo Beginning of record . Catalogue Record 31426 ItemInfo Top of page .

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