
Higher Order Dynamic Mode Decomposition and Its Applications
Description
Key Features
- Includes instructions for the implementation of the HODMD, MATLAB codes, and extended discussions of the algorithm
- Includes descriptions of other order reduction techniques, and compares their strengths and weaknesses
- Provides examples of applications involving complex flow fields, in contexts including aerospace engineering, geophysical flows, and wind turbine design
Readership
MSc students and researchers
Table of Contents
1. General introduction and scope of the book
2. Higher order dynamic mode decomposition
3. HODMD applications to the analysis of flight tests and magnetic resonance
4. Spatio-temporal Koopman decomposition
5. Application of HODMD and STKD to some pattern forming systems
6. Applications of HODMD and STKD in fluid dynamics
7. Applications of HODMD and STKD in the wind industry
8. HODMD and STKD as data driven reduced order models
9. Conclusions
Product details
- No. of pages: 320
- Language: English
- Copyright: © Academic Press 2020
- Published: September 22, 2020
- Imprint: Academic Press
- Paperback ISBN: 9780128197431
- eBook ISBN: 9780128227664
About the Authors
Jose Manuel Vega
Affiliations and Expertise
Soledad Le Clainche
Affiliations and Expertise
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