Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control (Bog, Hardback, Engelsk)

Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

(Bog, Hardback, Engelsk)
Forfattere: Steven L. (University of Washington) Brunton, J. Nathan (University of Washington) Kutz

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Beskrivelse

Data-driven discovery is revolutionizing how we model, predict, and control complex systems. This text integrates emerging machine learning and data science methods for engineering and science communities. Now with Python and MATLAB®, new chapters on reinforcement learning and physics-informed machine learning, and supplementary videos and code.

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Alle detaljer

Forlag Cambridge University Press
Forfattere Steven L. (University of Washington) Brunton, J. Nathan (University of Washington) Kutz
Type Bog
Format Hardback
Sprog Engelsk
Udgave 2 Revised edition
Udgivelsesdato 05-05-2022
Første udgivelsesår 2022
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 614
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 614 pages, Worked examples or Exercises
Mål 185 x 261 x 33
ISBN-13 / EAN-13 9781009098489