System- and Data-Driven Methods and Algorithms
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 first volume focuses on real...
Enregistré dans:
| Format: | Online |
|---|---|
| Langue: | anglais |
| Publié: |
De Gruyter
2022
|
| Sujets: | |
| Accès en ligne: | ONIX_20220111_9783110498967_47 |
| Tags: |
Pas de tags, Soyez le premier à ajouter un tag!
|
| _version_ | 1869519249220829184 |
|---|---|
| collection | Directory of Open Access Books |
| description | 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 first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques. |
| format | Online |
| id | doab-20.500.12854ir-77274 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | De Gruyter |
| publisherStr | De Gruyter |
| record_format | ojs |
| spelling | doab-20.500.12854ir-772742025-07-30T11:56:18Z System- and Data-Driven Methods and Algorithms Benner, Peter Grivet-Talocia, Stefano Quarteroni, Alfio Rozza, Gianluigi Schilders, Wil Silveira, Luís Miguel Computational physics Computer simulation thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGP Production and industrial engineering thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGP Production and industrial engineering 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 first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques. 2022-01-12T04:04:59Z 2022-01-12T04:04:59Z 2022-01-11T08:51:34Z 2021 book ONIX_20220111_9783110498967_47 OCN: 1280942817 https://library.oapen.org/handle/20.500.12657/52281 9783110498967 9783110500431 9783110497717 https://directory.doabooks.org/handle/20.500.12854/77274 eng Model Order Reduction open access image/jpeg image/jpeg image/jpeg image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International Attribution-NonCommercial-NoDerivatives 4.0 International Attribution-NonCommercial-NoDerivatives 4.0 International Attribution-NonCommercial-NoDerivatives 4.0 International https://library.oapen.org/bitstream/20.500.12657/52281/1/9783110498967.pdf https://library.oapen.org/bitstream/20.500.12657/52281/1/9783110498967.pdf https://library.oapen.org/bitstream/20.500.12657/52281/1/9783110498967.pdf https://library.oapen.org/bitstream/20.500.12657/52281/1/9783110498967.pdf De Gruyter De Gruyter 10.1515/9783110498967 10.1515/9783110498967 af2fbfcc-ee87-43d8-a035-afb9d7eef6a5 9783110498967 9783110500431 9783110497717 De Gruyter 378 Berlin/Boston open access |
| spellingShingle | Computational physics Computer simulation thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGP Production and industrial engineering thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGP Production and industrial engineering System- and Data-Driven Methods and Algorithms |
| title | System- and Data-Driven Methods and Algorithms |
| title_full | System- and Data-Driven Methods and Algorithms |
| title_fullStr | System- and Data-Driven Methods and Algorithms |
| title_full_unstemmed | System- and Data-Driven Methods and Algorithms |
| title_short | System- and Data-Driven Methods and Algorithms |
| title_sort | system and data driven methods and algorithms |
| topic | Computational physics Computer simulation thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGP Production and industrial engineering thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGP Production and industrial engineering |
| topic_facet | Computational physics Computer simulation thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGP Production and industrial engineering thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGP Production and industrial engineering |
| url | ONIX_20220111_9783110498967_47 |