Name: Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators: Ramses
Price: 142.55 EUR
Availability: InStock
Author: Rozza, Gianluigi ; University of Urbino ; Gunzburger, Max
ISBN: 9783031550591

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portada Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators: Ramses

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

Type

Physical Book

Publisher

Springer

Author

Rozza, Gianluigi ; University of Urbino ; Gunzburger, Max

Language

English

Pages

266

Format

Hardcover

ISBN13

9783031550591

Synopsis "Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators: Ramses"

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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Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators: Ramses - Rozza, Gianluigi ; University of Urbino ; Gunzburger, Max

Synopsis "Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators: Ramses"

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