Several topics are covered, including: design, optimization, and control theory in real-time with applications in engineering; data assimilation, geometry registration, and parameter estimation with special attention to real-time computing in biomedical engineering and computational physics; real-time visualization of physics-based simulations in computer science; the treatment of high-dimensional problems in state space, physical space, or parameter space; the interactions between different model reduction and dimensionality reduction approaches; the development of general error estimation frameworks which take into account both model and discretization effects.
This book is primarily addressed to computational scientists interested in computational reduction techniques for large scale differential problems.
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Several topics are covered, including: design, optimization, and control theory in real-time with applications in engineering; data assimilation, geometry registration, and parameter estimation with special attention to real-time computing in biomedical engineering and computational physics; real-time visualization of physics-based simulations in computer science; the treatment of high-dimensional problems in state space, physical space, or parameter space; the interactions between different model reduction and dimensionality reduction approaches; the development of general error estimation frameworks which take into account both model and discretization effects.
This book is primarily addressed to computational scientists interested in computational reduction techniques for large scale differential problems.
Imprint | Springer International Publishing AG |
Country of origin | Switzerland |
Series | MS&A, 9 |
Release date | December 2013 |
Availability | Expected to ship within 12 - 17 working days |
First published | 2014 |
Editors | Alfio Quarteroni, Gianluigi Rozza |
Dimensions | 235 x 155 x 20mm (L x W x T) |
Format | Hardcover |
Pages | 334 |
Edition | 2014 ed. |
ISBN-13 | 978-3-319-02089-1 |
Barcode | 9783319020891 |
Categories | |
LSN | 3-319-02089-7 |