Lecture Notes in Computational Science and Engineering: RAMSES

Rozza, Gianluigi; Stabile, Giovanni; Gunzburger, Max; D'Elia, Marta

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.

Details

Published by: Springer

Publication Date: 2024-06-25

Format: Hardcover

ISBN-13: 9783031550591

DOI: 10.1007/978-3-031-55060-7

Dimensions: 235cm x155cm

Pages: 259