Model Order Reduction. Volume 3, Applications

Model Order Reduction Volume 3, Applications Volume 3, Applications /

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 ap...

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Bibliographic Details
Other Authors: Benner, Peter (Editor), Alfio, Quarteroni, contributor (contributor), Andrea, Manzoni, contributor (editor), B., Fröhlich, contributor, B., Lohmann, contributor, Behzad, Nouri, contributor, Benner, Peter, editor, Bernard, Haasdonk, contributor, Bernd R., Noack, contributor, Bülent, Karasözen, contributor, C. D., Yuan, contributor, C. H., Meyer, contributor, C., Lerch, contributor, Rixen, Daniel, contributor, D., Grunert, contributor, Daniel, Ioan, contributor, Dirk, Hartmann, contributor, E. B., Rudnyi, contributor, Elke, Deckers, contributor, Emad, Gad, contributor, Frank, Naets, contributor, Gabriela, Ciuprina, contributor, Grivet-Talocia, Stefano, editor, Harry L., Trentelman, contributor, Herman, Van der Auweraer, contributor, J. B., Rutzmoser, contributor, J., Fehr, contributor, Jacquelien M. A., Scherpen, contributor, Jean-Christophe, Loiseau, contributor, John P., Eason, contributor, Joost, Rommes, contributor, Karl, Meerbergen, contributor, Lorenz T., Biegler, contributor, M., Cruz Varona, contributor, Masayuki, Yano, contributor, Matthias, Herz, contributor, Meinhard, Paffrath, contributor, Michel, Nakhla, contributor, Niccolò, Dal Santo, contributor, P., Eberhard, contributor, P., Holzwarth, contributor, Quarteroni, Alfio, editor, Ram, Achar, contributor, Roland, Pulch, contributor, Rozza, Gianluigi, editor, Schilders, W. H. A. (Wil), editor, Silveira, Luís Miguel, editor, Stefano, Pagani, contributor, Steven L., Brunton, contributor, T., Bechtold, contributor, Tommaso, Tamarozzi, contributor, Utz, Wever, contributor, Wilhelmus H. A., Schilders, contributor, Wim, Desmet, contributor, Xiaodong, Cheng, contributor
Format: eBook
Language:Inglés
Published: Berlin/Boston De Gruyter 2020
Berlin ; Boston : [2020]
Series:Model Order Reduction ; Volume 3
Subjects:
MATHEMATICS / Numerical Analysis.
Complexity reduction
applications in engineering
biomedical engineering
computational physics
computer science
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009429258706719
Table of Contents:
  • Frontmatter
  • Preface to the third volume of Model Order Reduction
  • Contents
  • 1 Model reduction in chemical process optimization
  • 2 Model order reduction in mechanical engineering
  • 3 Case studies of model order reduction for acoustics and vibrations
  • 4 Model order reduction in microelectronics
  • 5 Complexity reduction of electromagnetic systems
  • 6 Model reduction in computational aerodynamics
  • 7 Model order reduction in neuroscience
  • 8 Reduced-order modeling for applications to the cardiovascular system
  • 9 From the POD-Galerkin method to sparse manifold models
  • 10 Model order reduction in uncertainty quantification
  • 11 Reduced-order modeling of large-scale network systems
  • 12 Model order reduction and digital twins
  • 13 MOR software
  • Index

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