Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems
- Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems, the first book to address the DMD algorithm, presents a pedagogical and comprehensive approach to all aspects of DMD currently developed or under development; blends theoretical development, example codes, and applications to showcase the theory and its many innovations and uses; highlights the numerous innovations around the DMD algorithm and demonstrates its efficacy using example problems from engineering and the physical and biological sciences; and provides extensive MATLAB code, data for intuitive examples of key methods, and graphical presentations.
- J. Nathan Kutz, Steven L. Brunton, Bingni W. Brunton, Joshua L. Proctor
- Data Science, Modeling, Algorithmic Complexity
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