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

2024 ed.

Book Details

Format Hardback or Cased Book
ISBN-10 3031550595
ISBN-13 9783031550591
Edition 2024 ed.
Publisher Springer International Publishing AG
Imprint Springer International Publishing AG
Country of Manufacture GB
Country of Publication GB
Publication Date Jun 25th, 2024
Print length 259 Pages
Product Classification: Numerical analysisMachine learning
Ksh 21,600.00
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This volume is focused on the review of recent algorithmic and mathematical advances and the development of new research directions for Mathematical Model Approximations via RAMSES (Reduced order models, Approximation theory, Machine learning, Surrogates, Emulators, Simulators) in the setting of parametrized partial differential equations also with sparse and noisy data in high-dimensional parameter spaces. The book is a valuable resource for researchers, as well as masters and Ph.D students.

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