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Data-Driven Science and Engineering
Machine Learning, Dynamical Systems, and Control
Language
English
English
E-book
Adobe ePub DRM
Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. T...
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Libristo code: 39902929
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168 b
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Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as turbulence, the brain, climate, epidemiology, finance, robotics, and autonomy. Aimed at advanced undergraduate and beginning graduate students in the engineering and physical sciences, the text presents a range of topics and methods from introductory to state of the art.
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About the book
Full name
Data-Driven Science and Engineering
Author
Steven L. Brunton, J. Nathan Kutz
Language
English
English
Binding
E-book - Adobe ePub DRM
Date of issue
2019
EAN
9781108386586
Libristo code
39902929
Publishers
Cambridge University Press
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