Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems (eng)

J. Nathan Kutz

ISBN 10: 1611974496 / ISBN 13: 9781611974492

Verlag: SIAM-Society for Industrial and Applied Mathematics, 2016

Bestandsnummer des Verkäufers 1adee13901a44fd76f7bc728136b0303

Inhaltsangabe:

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

Über die Autorin bzw. den Autor: 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.

Bibliografische Details

Titel: Dynamic Mode Decomposition: Data-Driven ...
Verlag: SIAM-Society for Industrial and Applied Mathematics
Erscheinungsdatum: 2016
Einband: Softcover
Zustand: new