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.
| ISBN: | 9783031550591 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 259 |
| Produktart: | Gebunden |
| Herausgeber: | D'Elia, Marta Gunzburger, Max Rozza, Gianluigi Stabile, Giovanni |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 25.06.2024 |
| Untertitel: | RAMSES |
| Schlagworte: | Approximation of PDEs Emulators Machine learning Model order reduction Simulators Surrogates |
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