LIBERO WebOPAC Catalogue Display (W561)

Catalogue Information
Field name	Details
Dewey Class	620.00285 (DDC 23)
Title	Data-driven science and engineering (M) : machine learning, dynamical systems, and control / Steven L. Brunton, J. Nathan Kutz
Author	Brunton, Steven Lee
Added Personal Name	Kutz, Jose Nathan
Publication	Cambridge : Cambridge University Press , 2019
Physical Details	xxii, 472 pages ; 26 cm
ISBN	9781108422093
Note	Online publication date:February 2019
Summary Note	"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.:
Links to Related Works	Subject References: Engineering-Data processing . Mathematical analysis . Science - Data processing . Authors: Brunton, Steven Lee . Kutz, Jose Nathan . Classification: 620.00285 (DDC 23) .

#	Author	Title
1	. Jost, Jürgen 1956- 1	. Nonpositive curvature: geometric and analytic aspects 1
2	. Jost, Jürgen 1956- 2	. Calculus of variations 2
3	. Jost, Jürgen 1956- 3	. Harmonic maps between surfaces: with a special chapter on conformal mappings 3
4		. Geometric analysis and the calculus of variations for Stefan Hildebrandt 4
5	. Jost, Jürgen 1956- 5	. Compact Riemann surfaces: an introduction to contemporary mathematics 5

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