Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators : RAMSES - Gianluigi Rozza

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

RAMSES

By: Gianluigi Rozza (Editor), Giovanni Stabile (Editor), Max Gunzburger (Editor), Marta D'Elia (Editor)

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Hardcover | 25 June 2024

At a Glance

Hardcover
259 Pages

Dimensions(cm)
24.3 x 16.2 x 2.0

Hardcover

$318.75

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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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