eBook - PDF

Data-Driven Science and Engineering

Name: Data-Driven Science and Engineering
ISBN: 9781108390187

Machine Learning, Dynamical Systems, and Control

Steven L. Brunton,

J. Nathan Kutz,

English
PDF
Available on iOS & Android

eBook - PDF

Data-Driven Science and Engineering

Machine Learning, Dynamical Systems, and Control

Steven L. Brunton,

J. Nathan Kutz,

About this book

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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Yes, you can access Data-Driven Science and Engineering by Steven L. Brunton,J. Nathan Kutz in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.