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Dynamic mode decomposition: data-driven modeling of complex systems
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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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Subject References:
Decomposition (Mathematics)
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Mathematical analysis
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Authors:
Brunton, Bingni W.
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Brunton, Steven L.
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Kutz, Jose Nathan
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Proctor, Joshua L.
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Series:
Other Titles in Applied Mathematics
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Classification:
518.2 (DDC 23)
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0000000043674
517.97 KUT
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