Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control - Hardcover

Brunton, Steven L.; Kutz, J. Nathan

 
9781009098489: Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

Inhaltsangabe

A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB(R).

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Über die Autorin bzw. den Autor

Steven L. Brunton is the James B. Morrison Professor of Mechanical Engineering at the University of Washington and Associate Director of the NSF AI Institute in Dynamic Systems. He is also Adjunct Professor of Applied Mathematics and Computer Science and a Data-Science Fellow at the eScience Institute. His research merges data science and machine learning with dynamical systems and control, with applications in fluid dynamics, biolocomotion, optics, energy systems, and manufacturing. He is an author of three textbooks, and received the UW College of Engineering Teaching award, the Army and Air Force Young Investigator Program (YIP) awards, and the Presidential Early Career Award for Scientists and Engineers (PECASE) award.

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Weitere beliebte Ausgaben desselben Titels

9781009098434: Data-Driven Science and Engineering with Python: Machine Learning, Dynamical Systems, and Control

Vorgestellte Ausgabe

ISBN 10:  1009098438 ISBN 13:  9781009098434
Verlag: Cambridge University Press, 2023
Hardcover