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Data-Driven Science and Engineering

Name: Data-Driven Science and Engineering
Brand: Cambridge University Press
SKU: 39902929
Price: 24607 HUF
Availability: InStock
Author: Steven L. Brunton
ISBN: 9781108386586

Machine Learning, Dynamical Systems, and Control

Steven L. Brunton

J. Nathan Kutz

Language

English

E-book Adobe ePub DRM

Libristo code: 39902929

Publishers Cambridge University Press, February 2019

Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. T... Full description

Libristo code: 39902929

168 b

24 607 Ft

In stock Immediate digital delivery

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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.