Model Reduction of Complex Dynamical Systems is popular PDF and ePub book, written by Peter Benner in 2021-08-26, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Model Reduction of Complex Dynamical Systems can be Read Online from any device for your convenience.
Model Reduction of Complex Dynamical Systems Book PDF Summary
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. Chapters are written by leading researchers and users of model order reduction techniques and are based on presentations given at the 2019 edition of the workshop series Model Reduction of Complex Dynamical Systems – MODRED, held at the University of Graz in Austria. The topics considered can be divided into five categories: system-theoretic methods, such as balanced truncation, Hankel norm approximation, and reduced-basis methods; data-driven methods, including Loewner matrix and pencil-based approaches, dynamic mode decomposition, and kernel-based methods; surrogate modeling for design and optimization, with special emphasis on control and data assimilation; model reduction methods in applications, such as control and network systems, computational electromagnetics, structural mechanics, and fluid dynamics; and model order reduction software packages and benchmarks. This volume will be an ideal resource for graduate students and researchers in all areas of model reduction, as well as those working in applied mathematics and theoretical informatics.
Detail Book of Model Reduction of Complex Dynamical Systems PDF
- Author : Peter Benner
- Release : 26 August 2021
- Publisher : Springer Nature
- ISBN : 9783030729837
- Genre : Mathematics
- Total Page : 415 pages
- Language : English
- PDF File Size : 8,8 Mb
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