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Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators
Language
English
English
Book
Paperback
This volume is focused on the review of recent algorithmic and mathematical advances and the develop...
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Libristo code: 49425034
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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
Giovanni Stabile, Max Gunzburger, Marta D'Elia
Language
English
English
Binding
Book - Paperback
Date of issue
2025
Number of pages
272
EAN
9783031550621
ISBN
3031550625
Libristo code
49425034
Publishers
Springer
Weight
467
Dimensions
155 x 235 x 14
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