Model Order Reduction and Applications

Michael Hinze, Karsten Urban, J. Nathan Kutz, Olga Mula

ISBN 10: 3031295625 / ISBN 13: 9783031295621

Published by Springer International Publishing AG, CH, 2023

About this Item

This book addresses the state of the art of reduced order methods for modelling and computational reduction of complex parametrised systems, governed by ordinary and/or partial differential equations, with a special emphasis on real time computing techniques and applications in various fields.Consisting of  four contributions presented at the CIME summer school, the book presents several points of view and techniques to solve demanding problems of increasing complexity. The focus is on theoretical investigation and applicative algorithm development for reduction in the complexity - the dimension, the degrees of freedom, the data - arising in these models.The book is addressed to graduate students, young researchers and people interested in the field. It is a good companion for graduate/doctoral classes.

Seller Inventory # LU-9783031295621

Bibliographic Details

• Title: Model Order Reduction and Applications
• Publisher: Springer International Publishing AG, CH
• Publication Date: 2023
• Language: English
• ISBN 10: 3031295625
• ISBN 13: 9783031295621
• Binding: Paperback
• Edition: 1st ed. 2023.
• Condition: New

About this title

Synopsis

This book addresses the state of the art of reduced order methods for modelling and computational reduction of complex parametrised systems, governed by ordinary and/or partial differential equations, with a special emphasis on real time computing techniques and applications in various fields.

Consisting of  four contributions presented at the CIME summer school, the book presents several points of view and techniques to solve demanding problems of increasing complexity. The focus is on theoretical investigation and applicative algorithm development for reduction in the complexity – the dimension, the degrees of freedom, the data – arising in these models.

The book is addressed to graduate students, young researchers and people interested in the field. It is a good companion for graduate/doctoral classes.