Model Order Reduction. / Volume 2, : Snapshot-Based Methods and Algorithms / / Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel Silveira.
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 app...
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| Place / Publishing House: | Berlin ;, Boston : : De Gruyter,, [2020] ©2021 |
| Year of Publication: | 2020 |
| Language: | English |
| Series: | Model Order Reduction ;
Volume 2 |
| Physical Description: | 1 online resource (VIII, 348 p.) |
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Benner, Peter edt Model Order Reduction. Volume 2, Snapshot-Based Methods and Algorithms / Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel Silveira. Berlin/Boston De Gruyter 2020 Berlin ; Boston : De Gruyter, [2020] ©2021 1 online resource (VIII, 348 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Model Order Reduction ; Volume 2 Description based on online resource; title from PDF title page (publisher's Web site, viewed 06. Jan 2021) This eBook is made available Open Access under a CC BY-NC-ND 4.0 license: https://creativecommons.org/licenses/by-nc-nd/4.0 https://www.degruyter.com/dg/page/open-access-policy 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. In English. 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 MATHEMATICS / Numerical Analysis. bisacsh Applied mathematics PROM 3-11-067140-9 Alfio, Quarteroni, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Andrea, Manzoni, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Andreas, Buhr, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Anthony T., Patera, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Benner, Peter, editor. edt http://id.loc.gov/vocabulary/relators/edt Carmen, Gräßle, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Charbel, Farhat, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Francesco, Ballarin, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Francisco, Chinesta, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Gianluigi, Rozza, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Giovanni, Stabile, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Grivet-Talocia, Stefano, editor. edt http://id.loc.gov/vocabulary/relators/edt J. Nathan, Kutz, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Kathrin, Smetana, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Laura, Iapichino, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Marco, Tezzele, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Martin, Hess, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Hinze, Michael, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Pierre, Ladevèze, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Quarteroni, Alfio, editor. edt http://id.loc.gov/vocabulary/relators/edt Rozza, Gianluigi, editor. edt http://id.loc.gov/vocabulary/relators/edt Schilders, W. H. A. (Wil), editor. edt http://id.loc.gov/vocabulary/relators/edt Sebastian, Grimberg, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Silveira, Luís Miguel, editor. edt http://id.loc.gov/vocabulary/relators/edt Stefan, Volkwein, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Steven L., Brunton, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Yvon, Maday, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb |
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Alfio, Quarteroni, Alfio, Quarteroni, Andrea, Manzoni, Andrea, Manzoni, Andreas, Buhr, Andreas, Buhr, Anthony T., Patera, Anthony T., Patera, Benner, Peter, Benner, Peter, Carmen, Gräßle, Carmen, Gräßle, Charbel, Farhat, Charbel, Farhat, Francesco, Ballarin, Francesco, Ballarin, Francisco, Chinesta, Francisco, Chinesta, Gianluigi, Rozza, Gianluigi, Rozza, Giovanni, Stabile, Giovanni, Stabile, Grivet-Talocia, Stefano, Grivet-Talocia, Stefano, J. Nathan, Kutz, J. Nathan, Kutz, Kathrin, Smetana, Kathrin, Smetana, Laura, Iapichino, Laura, Iapichino, Marco, Tezzele, Marco, Tezzele, Martin, Hess, Martin, Hess, Hinze, Michael, Hinze, Michael, Pierre, Ladevèze, Pierre, Ladevèze, Quarteroni, Alfio, Quarteroni, Alfio, Rozza, Gianluigi, Rozza, Gianluigi, Schilders, W. H. A. Schilders, W. H. A. Sebastian, Grimberg, Sebastian, Grimberg, Silveira, Luís Miguel, Silveira, Luís Miguel, Stefan, Volkwein, Stefan, Volkwein, Steven L., Brunton, Steven L., Brunton, Yvon, Maday, Yvon, Maday, |
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Alfio, Quarteroni, Alfio, Quarteroni, Andrea, Manzoni, Andrea, Manzoni, Andreas, Buhr, Andreas, Buhr, Anthony T., Patera, Anthony T., Patera, Benner, Peter, Benner, Peter, Carmen, Gräßle, Carmen, Gräßle, Charbel, Farhat, Charbel, Farhat, Francesco, Ballarin, Francesco, Ballarin, Francisco, Chinesta, Francisco, Chinesta, Gianluigi, Rozza, Gianluigi, Rozza, Giovanni, Stabile, Giovanni, Stabile, Grivet-Talocia, Stefano, Grivet-Talocia, Stefano, J. Nathan, Kutz, J. Nathan, Kutz, Kathrin, Smetana, Kathrin, Smetana, Laura, Iapichino, Laura, Iapichino, Marco, Tezzele, Marco, Tezzele, Martin, Hess, Martin, Hess, Hinze, Michael, Hinze, Michael, Pierre, Ladevèze, Pierre, Ladevèze, Quarteroni, Alfio, Quarteroni, Alfio, Rozza, Gianluigi, Rozza, Gianluigi, Schilders, W. H. A. Schilders, W. H. A. Sebastian, Grimberg, Sebastian, Grimberg, Silveira, Luís Miguel, Silveira, Luís Miguel, Stefan, Volkwein, Stefan, Volkwein, Steven L., Brunton, Steven L., Brunton, Yvon, Maday, Yvon, Maday, |
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Alfio, Quarteroni, |
| title |
Model Order Reduction. |
| spellingShingle |
Model Order Reduction. Model Order Reduction ; 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 |
| title_full |
Model Order Reduction. Volume 2, Snapshot-Based Methods and Algorithms / Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel Silveira. |
| title_fullStr |
Model Order Reduction. Volume 2, Snapshot-Based Methods and Algorithms / Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel Silveira. |
| title_full_unstemmed |
Model Order Reduction. Volume 2, Snapshot-Based Methods and Algorithms / Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel Silveira. |
| title_auth |
Model Order Reduction. |
| title_alt |
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 |
| title_new |
Model Order Reduction. |
| title_sort |
model order reduction. snapshot-based methods and algorithms / |
| series |
Model Order Reduction ; |
| series2 |
Model Order Reduction ; |
| publisher |
De Gruyter De Gruyter, |
| publishDate |
2020 |
| physical |
1 online resource (VIII, 348 p.) |
| contents |
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 |
| isbn |
3-11-067149-2 3-11-067140-9 |
| illustrated |
Not Illustrated |
| dewey-hundreds |
500 - Science |
| dewey-tens |
510 - Mathematics |
| dewey-ones |
515 - Analysis |
| dewey-full |
515.353 |
| dewey-sort |
3515.353 |
| dewey-raw |
515.353 |
| dewey-search |
515.353 |
| oclc_num |
1229160848 1276855665 |
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Jan 2021)</subfield></datafield><datafield tag="540" ind1=" " ind2=" "><subfield code="a">This eBook is made available Open Access under a CC BY-NC-ND 4.0 license:</subfield><subfield code="u">https://creativecommons.org/licenses/by-nc-nd/4.0</subfield><subfield code="u">https://www.degruyter.com/dg/page/open-access-policy</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">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.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">In English.</subfield></datafield><datafield tag="505" ind1="0" ind2="0"><subfield code="t">Frontmatter --</subfield><subfield code="t">Preface to the second volume of Model Order Reduction --</subfield><subfield code="t">Contents --</subfield><subfield code="t">1 Basic ideas and tools for projection-based model reduction of parametric partial differential equations --</subfield><subfield code="t">2 Model order reduction by proper orthogonal decomposition --</subfield><subfield code="t">3 Proper generalized decomposition --</subfield><subfield code="t">4 Reduced basis methods --</subfield><subfield code="t">5 Computational bottlenecks for PROMs: precomputation and hyperreduction --</subfield><subfield code="t">6 Localized model reduction for parameterized problems --</subfield><subfield code="t">7 Data-driven methods for reduced-order modeling --</subfield><subfield code="t">Index</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">MATHEMATICS / Numerical Analysis.</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Applied mathematics</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">PROM</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">3-11-067140-9</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Alfio, Quarteroni,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Andrea, Manzoni,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Andreas, Buhr,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Anthony T., Patera,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Benner, Peter,</subfield><subfield code="e">editor.</subfield><subfield code="4">edt</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Carmen, Gräßle,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Charbel, Farhat,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Francesco, Ballarin,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Francisco, Chinesta,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Gianluigi, Rozza,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Giovanni, Stabile,</subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Grivet-Talocia, Stefano,</subfield><subfield code="e">editor.</subfield><subfield code="4">edt</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">J. 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