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

RAMSES

Language EnglishEnglish
Book Hardback
Book Reduction, Approximation, Machine learning, Surrogates, Emulators and Simulators Gianluigi Rozza
Libristo code: 44743983
Publishers Springer, Berlin, July 2024
This volume is focused on the review of recent algorithmic and mathematical advances and the develop... Full description
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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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About the book

Full name Reduction, Approximation, Machine learning, Surrogates, Emulators and Simulators
Author Gianluigi Rozza, Giovanni Stabile, Max Gunzburger, Marta D'Elia
Language English
Binding Book - Hardback
Date of issue 2024
Number of pages 272
EAN 9783031550591
Libristo code 44743983
Publishers Springer, Berlin
Weight 569
Dimensions 155 x 235

Categories

Mathematics & Science > Mathematics > Calculus & mathematical analysis > Numerical analysis
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