Data-driven science and engineering : machine learning, dynamical systems, and control
Type
Book
Authors
ISBN 13
9781108422093
Category
Informatique
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Publication Year
2019
Publisher
Description
"Data-driven discovery is revolutionizing the modelling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modelling 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"-- Provided by publisher.
Biblio Notes
Notes:
Includes bibliographical references and index.
Includes bibliographical references and index.
Number of Copies
1
