Complexity Explorer Santa Fe Institute


Technical Book

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.

Author
J. Nathan Kutz, Steven L. Brunton, Bingni W. Brunton, Joshua L. Proctor
Topic(s)
Data Modeling, MATLAB, Data Science, Algorithmic Analysis
URL
http://amzn.to/2nluHm3

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