Model Order Reduction . Volume 2 Snapshot-Based Methods and Algorithms / / Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel Silveira
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| Autore: |
Benner Peter
|
| Titolo: |
Model Order Reduction . Volume 2 Snapshot-Based Methods and Algorithms / / Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel Silveira
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| Pubblicazione: | Berlin/Boston, : De Gruyter, 2020 |
| Berlin ; ; Boston : , : De Gruyter, , [2020] | |
| ©2021 | |
| Descrizione fisica: | 1 online resource (VIII, 348 p.) |
| Disciplina: | 515.353 |
| Soggetto topico: | MATHEMATICS / Numerical Analysis |
| Soggetto non controllato: | Applied mathematics |
| PROM | |
| Persona (resp. second.): | AlfioQuarteroni |
| AndreaManzoni | |
| AndreasBuhr | |
| Anthony TPatera | |
| BennerPeter | |
| CarmenGräßle | |
| CharbelFarhat | |
| FrancescoBallarin | |
| FranciscoChinesta | |
| GianluigiRozza | |
| GiovanniStabile | |
| Grivet-TalociaStefano | |
| J. NathanKutz | |
| KathrinSmetana | |
| LauraIapichino | |
| MarcoTezzele | |
| MartinHess | |
| HinzeMichael | |
| PierreLadevèze | |
| QuarteroniAlfio | |
| RozzaGianluigi | |
| SchildersW. H. A (Wil) | |
| SebastianGrimberg | |
| SilveiraLuis Miguel | |
| StefanVolkwein | |
| Steven LBrunton | |
| YvonMaday | |
| Nota di contenuto: | Frontmatter -- Preface to the second volume of Model Order Reduction -- Contents -- 1 Basic ideas and tools for projection-based model reduction of parametric partial differential equations -- 2 Model order reduction by proper orthogonal decomposition -- 3 Proper generalized decomposition -- 4 Reduced basis methods -- 5 Computational bottlenecks for PROMs: precomputation and hyperreduction -- 6 Localized model reduction for parameterized problems -- 7 Data-driven methods for reduced-order modeling -- Index |
| Sommario/riassunto: | 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 second volume focuses on applications in engineering, biomedical engineering, computational physics and computer science. |
| Titolo autorizzato: | Model Order Reduction |
| ISBN: | 3-11-067149-2 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910437642503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |