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Ditemukan 2 dokumen yang sesuai dengan query
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Brunton, Steven L. (Steven Lee), 1984-
Data-driven science and engineering: Machine learning, dynamical systems, and control
" 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 ... "
Cambridge: Cambridge University Press, 2019
e20519035
eBooks  Universitas Indonesia Library
cover
Bertoluzza, Silvia
Multiscale and adaptivity : modeling, numerics and applications : C.I.M.E. Summer School, Cetraro, Italy 2009
" This book is a collection of lecture notes for the CIME course on "Multiscale and Adaptivity: Modeling, Numerics and Applications," held in Cetraro (Italy), in July 2009. Complex systems arise in several physical, chemical, and biological processes, in which length and time scales may span several orders of magnitude. Traditionally, scientists have focused on methods that are particularly applicable in only one regime, and knowledge of the system on one scale has been transferred to ... "
Berlin: Springer, 2012
e20420508
eBooks  Universitas Indonesia Library