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Model order reduction and applications, Hinze, Michael Kutz, J. Nathan Mula, Olga Urban, Karsten


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Автор: Hinze, Michael Kutz, J. Nathan Mula, Olga Urban, Karsten
Название:  Model order reduction and applications
ISBN: 9783031295621
Издательство: Springer
Классификация:



ISBN-10: 3031295625
Обложка/Формат: Paperback
Страницы: 230
Вес: 0.46 кг.
Дата издания: 01.06.2023
Серия: Lecture notes in mathematics
Издание: 1st ed. 2023
Иллюстрации: 47 tables, color; 47 illustrations, color; 10 illustrations, black and white; xiv, 230 p. 57 illus., 47 illus. in color.
Размер: 155 x 235 x 21
Читательская аудитория: Professional & vocational
Подзаголовок: Cetraro, italy 2021
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: - 1. The Reduced Basis Method in Space and Time: Challenges, Limits and Perspectives. - 2. Inverse Problems: A Deterministic Approach Using Physics-Based Reduced Models. - 3. Model Order Reduction for Optimal Control Problems. - 4. Machine Learning Method



Iutam Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany, May 22-25, 2018: Morcos 2018

Автор: Fehr Jцrg, Haasdonk Bernard
Название: Iutam Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany, May 22-25, 2018: Morcos 2018
ISBN: 3030210154 ISBN-13(EAN): 9783030210151
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This volume contains the proceedings of the IUTAM Symposium on Model Order Reduction of Coupled System, held in Stuttgart, Germany, May 22-25, 2018. For the understanding and development of complex technical systems, such as the human body or mechatronic systems, an integrated, multiphysics and multidisciplinary view is essential.

Model Order Reduction: Theory, Research Aspects and Applications

Автор: Wilhelmus H. Schilders; Henk A. van der Vorst; Joo
Название: Model Order Reduction: Theory, Research Aspects and Applications
ISBN: 3540788409 ISBN-13(EAN): 9783540788409
Издательство: Springer
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Цена: 23058.00 р.
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Описание: Describes the basics of model order reduction and related aspects. This work covers both general and specialized model order reduction techniques for linear and nonlinear systems, and discusses the use of model order reduction techniques in a variety of practical applications. It also contains many advances in model order reduction.

Model Order Reduction: Volume 1: System- and Data-Driven Methods and Algorithms

Автор: Peter Benner, Wilhelmus Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luis Miguel Silveira
Название: Model Order Reduction: Volume 1: System- and Data-Driven Methods and Algorithms
ISBN: 3110500434 ISBN-13(EAN): 9783110500431
Издательство: Walter de Gruyter
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Цена: 31603.00 р.
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Описание:

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques.

Model Order Reduction: Volume 3: Applications

Автор: Peter Benner
Название: Model Order Reduction: Volume 3: Applications
ISBN: 3110500442 ISBN-13(EAN): 9783110500448
Издательство: Walter de Gruyter
Цена: 30673.00 р.
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Описание:

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This three-volume handbook covers methods as well as applications. This third volume focuses on applications in engineering, biomedical engineering, computational physics and computer science.

Model Order Reduction Techniques with Applications in Electrical Engineering

Автор: L. Fortuna; G. Nunnari; A. Gallo
Название: Model Order Reduction Techniques with Applications in Electrical Engineering
ISBN: 1447132009 ISBN-13(EAN): 9781447132004
Издательство: Springer
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Цена: 14365.00 р.
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Описание: Model Order Reduction Techniqes focuses on model reduction problems with particular applications in electrical engineering. Particular attention is given to providing basic concepts for building expert systems for model reducution.

IUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany, May 22–25, 2018

Автор: J?rg Fehr; Bernard Haasdonk
Название: IUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany, May 22–25, 2018
ISBN: 303021012X ISBN-13(EAN): 9783030210120
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This volume contains the proceedings of the IUTAM Symposium on Model Order Reduction of Coupled System, held in Stuttgart, Germany, May 22–25, 2018.For the understanding and development of complex technical systems, such as the human body or mechatronic systems, an integrated, multiphysics and multidisciplinary view is essential. Many problems can be solved within one physical domain. For the simulation and optimization of the combined system, the different domains are connected with each other. Very often, the combination is only possible by using reduced order models such that the large-scale dynamical system is approximated with a system of much smaller dimension where the most dominant features of the large-scale system are retained as much as possible. The field of model order reduction (MOR) is interdisciplinary. Researchers from Engineering, Mathematics and Computer Science identify, explore and compare the potentials, challenges and limitations of recent and new advances.

Index-aware Model Order Reduction Methods

Автор: N. Banagaaya; Giuseppe Al?; Wil H.A. Schilders
Название: Index-aware Model Order Reduction Methods
ISBN: 9462391882 ISBN-13(EAN): 9789462391888
Издательство: Springer
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Цена: 7685.00 р.
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Описание: The main aim of this book is to discuss model order reduction (MOR) methods for differential-algebraic equations (DAEs) with linear coefficients that make use of splitting techniques before applying model order reduction.

Form Symmetries and Reduction of Order in Difference Equations

Автор: Sedaghat, Hassan
Название: Form Symmetries and Reduction of Order in Difference Equations
ISBN: 1439807604 ISBN-13(EAN): 9781439807606
Издательство: Taylor&Francis
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Цена: 26796.00 р.
Наличие на складе: Поставка под заказ.

Realization and Model Reduction of Dynamical Systems

Автор: Beattie
Название: Realization and Model Reduction of Dynamical Systems
ISBN: 3030951561 ISBN-13(EAN): 9783030951566
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book celebrates Professor Thanos Antoulas`s 70th birthday, marking his fundamental contributions to systems and control theory, especially model reduction and, more recently, data-driven modeling and system identification. Model reduction is a prominent research topic with wide ranging scientific and engineering applications.

Coping with Complexity: Model Reduction and Data Analysis

Автор: Alexander N. Gorban; Dirk Roose
Название: Coping with Complexity: Model Reduction and Data Analysis
ISBN: 3642265618 ISBN-13(EAN): 9783642265617
Издательство: Springer
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Цена: 24456.00 р.
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Описание: This volume contains the extended version of selected talks given at the international research workshop "Coping with Complexity: Model Reduction and Data Analysis", Ambleside, UK, August 31 - September 4, 2009.

Model Reduction of Complex Dynamical Systems

Автор: Benner
Название: Model Reduction of Complex Dynamical Systems
ISBN: 3030729850 ISBN-13(EAN): 9783030729851
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This contributed volume presents some of the latest research related to model order reduction of complex dynamical systems with a focus on time-dependent problems.

Reduced Order Methods for Modeling and Computational Reduction

Автор: Alfio Quarteroni; Gianluigi Rozza
Название: Reduced Order Methods for Modeling and Computational Reduction
ISBN: 3319377353 ISBN-13(EAN): 9783319377353
Издательство: Springer
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Цена: 13275.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book details advances and developments in reduced order methods for modeling and computational reduction of complex parametrized systems held by ordinary and/or partial differential equations, with a special emphasis on real time computing techniques.


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