Manifold Learning: Model Reduction in Engineering

by Nissrine Akkari, David Ryckelynck, Fabien Casenave

This Open Access book reviews recent theoretical and numerical developments in nonlinear model order reduction in continuum mechanics, being addressed to Master and PhD students, as well as to researchers, lecturers and instructors. The aim of the authors is to provide tools for a better understanding and implement reduced order models by using: physics-based models, synthetic data forecast by these models, experimental data and deep learning algorithms...

• Format: Hardcover
• Language: English
• ISBN: 3031527631
• ISBN13: 9783031527630
• Release Date: March 2024
• Publisher: Springer
• Dimensions: 6.1" x 9.3"