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Computational Steering with Reduced Complexity

Language EnglishEnglish
Book Paperback
Book Computational Steering with Reduced Complexity Daniel Butnaru
Libristo code: 02401001
Publishers Sudwestdeutscher Verlag Fur Hochschulschriften AG, January 2014
Computational Steering increases the understanding of relationships between the output of a simulati... Full description
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Computational Steering increases the understanding of relationships between the output of a simulation and its parametrized input. Steering relies on a running simulation which delivers results to a visualization system. However, many simulation codes cannot deliver the required interactive results. This work investigates the use of surrogate models to augment computational steering approaches. Based on the sparse grid method, we present a distributed system that is able to deliver approximate simulation snapshots from a central repository, at interactive rates, even for very large data sets. Combined with visual analytics, we present a novel integrated workflow for the fast investigation of parametrized simulations. The suitability of the method is demonstrated with various applications.

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About the book

Full name Computational Steering with Reduced Complexity
Author Daniel Butnaru
Language English
Binding Book - Paperback
Date of issue 2014
Number of pages 124
EAN 9783838137438
ISBN 3838137434
Libristo code 02401001
Publishers Sudwestdeutscher Verlag Fur Hochschulschriften AG
Weight 191
Dimensions 152 x 229 x 7

Categories

Computing & Information Technology > Information technology: general issues
Computing & Information Technology > Computer science
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