Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems

J. Nathan Kutz,Joshua L. Proctor,Steven L. Brunton,Bingni W. Brunton

ISBN 10: 1611974496 ISBN 13: 9781611974492
Published by SIAM-Society for Industrial and, 2016
Used paperback

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Synopsis:

The first book to address the DMD algorithm and present a pedagogical approach to aspects of DMD currently or under development.

About the Authors: J. Nathan Kutz is the Robert Bolles and Yasuko Endo Professor of Applied Mathematics, Adjunct Professor of Physics and Electrical Engineering, and Senior Data Science Fellow with the eScience Institute at the University of Washington.

Steven L. Brunton is an Assistant Professor of Mechanical Engineering, Adjunct Assistant Professor of Applied Mathematics, and a Data Science Fellow with the eScience Institute at the University of Washington.

Bingni W. Brunton is the Washington Research Foundation Innovation Assistant Professor of Biology and a Data Science Fellow with the eScience Institute at the University of Washington.

Joshua L. Proctor is an Associate Principal Investigator with the Institute for Disease Modeling, Washington, as well as Affiliate Assistant Professor of Applied Mathematics and Mechanical Engineering at the University of Washington.

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Bibliographic Details

Title: Dynamic Mode Decomposition: Data-Driven ...
Publisher: SIAM-Society for Industrial and
Publication Date: 2016
Binding: paperback
Condition: Very Good

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