Code: 44743983
Reduction, Approximation, Machine learning, Surrogates, Emulators and Simulators
by Gianluigi Rozza, Giovanni Stabile, Max Gunzburger, Marta D'Elia
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, Mach ... more
- Language:
English - Binding: Hardback
- Number of pages: 272
Publisher: Springer, Berlin, 2024
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143.62 €
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Book synopsis
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.
Book details
Book category Books in English Mathematics & science Mathematics Calculus & mathematical analysis
143.62 €
- Full title: Reduction, Approximation, Machine learning, Surrogates, Emulators and Simulators
- Subtitle: RAMSES
- Author: Gianluigi Rozza, Giovanni Stabile, Max Gunzburger, Marta D'Elia
- Language: English
- Binding: Hardback
- Number of pages: 272
- EAN: 9783031550591
- ID: 44743983
- Publisher: Springer, Berlin
- Weight: 569 g
- Dimensions: 235 × 155 mm
- Date of publishing: 09. July 2024
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