Ditemukan 6 dokumen yang sesuai dengan query
Brunton, Steven L. (Steven Lee), 1984-
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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 ...
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Cambridge: Cambridge University Press, 2019
e20519035
eBooks Universitas Indonesia Library
Moch. Syamsa Ardisasmita
Tangerang: Pusat Pengembangan Informatika Nuklir, 2010
004 SYA k
Buku Teks Universitas Indonesia Library
Das, Saptarshi
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The book tries to briefly introduce the diverse literatures in the field of fractional order signal processing which is becoming an emerging topic among an interdisciplinary community of researchers. The readers should have preliminary knowledge about basic signal processing techniques. Prerequisite knowledge of fractional calculus is not essential and is exposited at relevant places in connection to the appropriate signal processing topics. Basic signal processing techniques like filtering, estimation, system identification, etc. in the light ...
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Heidelberg : Springer, 2012
e20418148
eBooks Universitas Indonesia Library
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Numerical Analysis explores computational methods for problems arising in the areas of classical analysis, approximation theory, and ordinary differential equations, among others. Topics included in the book are presented with a view toward stressing basic principles and maintaining simplicity and teachability as far as possible, while subjects requiring a higher level of technicality are referenced in detailed bibliographic notes at the end of each chapter. ...
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New York: Springer, 2012
e20419019
eBooks Universitas Indonesia Library
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Nonlinear systems and methods for mechanical, electrical and biosystems presents topics observed at the 3rd Conference on Nonlinear Science and Complexity(NSC), focusing on energy transfer and synchronization in hybrid nonlinear systems. The studies focus on fundamental theories and principles,analytical and symbolic approaches, computational techniques in nonlinear physical science and mathematics. Broken into three parts, the text covers, parametrical excited pendulum, nonlinear dynamics in hybrid systems, dynamical system synchronization and (N+1) body dynamics as well as ...
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New York: Springer, 2012
e20418465
eBooks Universitas Indonesia Library
Bertoluzza, Silvia
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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 ...
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Berlin: Springer, 2012
e20420508
eBooks Universitas Indonesia Library
