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

- Ramses

af Gianluigi Rozza
Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators af Gianluigi Rozza
Bag om Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators

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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783031550591
  • Indbinding:
  • Hardback
  • Udgivet:
  • 25. juni 2024
  • Størrelse:
  • 41x224x18 mm.
  • Vægt:
  • 590 g.
  • Ukendt - mangler pt..
Forlænget returret til d. 31. januar 2025

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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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