Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators

Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators
Author: Gianluigi Rozza
Publisher: Springer Nature
Total Pages: 265
Release:
Genre:
ISBN: 3031550609

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Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators
Language: en
Pages: 265
Authors: Gianluigi Rozza
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

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Machine Learning in Modeling and Simulation
Language: en
Pages: 456
Authors: Timon Rabczuk
Categories: Technology & Engineering
Type: BOOK - Published: 2023-11-04 - Publisher: Springer Nature

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Machine learning (ML) approaches have been extensively and successfully employed in various areas, like in economics, medical predictions, face recognition, cre
Modeling and Simulation in Scilab/Scicos with ScicosLab 4.4
Language: en
Pages: 328
Authors: Stephen L. Campbell
Categories: Mathematics
Type: BOOK - Published: 2009-12-21 - Publisher: Springer Science & Business Media

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Scilab and its Scicos block diagram graphical editor, with a special emphasis on modeling and simulation tools. The first part is a detailed Scilab tutorial, an
Surrogates
Language: en
Pages: 560
Authors: Robert B. Gramacy
Categories: Mathematics
Type: BOOK - Published: 2020-03-10 - Publisher: CRC Press

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Computer simulation experiments are essential to modern scientific discovery, whether that be in physics, chemistry, biology, epidemiology, ecology, engineering
The Design and Analysis of Computer Experiments
Language: en
Pages: 436
Authors: Thomas J. Santner
Categories: Mathematics
Type: BOOK - Published: 2019-01-08 - Publisher: Springer

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This book describes methods for designing and analyzing experiments that are conducted using a computer code, a computer experiment, and, when possible, a physi