Data-Driven Science and Engineering

Cambridge University Press

Data-Driven Science and Engineering

Ordinarie pris 546 kr
Enhetspris  per 
Moms ingår.

Författare: Steven L. Brunton; J. Nathan Kutz
E-bok ISBN: 9781108390187
ISBN: 9781108422093
Språk: English
Upplaga: 0


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.