TY  - BOOK
AU  - Brunton,Steven L.
AU  - Kutz,Jose Nathan
TI  - Data-driven science and engineering: machine learning, dynamical systems, and control 
SN  - 9781108422093 (hardback : alk. paper)
U1  - 620.00285 
KW  - Engineering
KW  - Science
KW  - Mathematical analysis
N1  - Includes bibliographical references and index
N2  - "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"--
ER  -