Model Order Reduction. / Volume 3, : Applications / / 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 three-volume handbook covers methods as well as applications. This third volume focuses on ap...

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Place / Publishing House:Berlin ;, Boston : : De Gruyter,, [2020]
©2021
Year of Publication:2020
Language:English
Series:Model Order Reduction ; Volume 3
Physical Description:1 online resource (VIII, 466 p.)
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(DE-B1597)9783110499001
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(oapen)https://directory.doabooks.org/handle/20.500.12854/63674
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spelling Benner, Peter edt
Model Order Reduction. Volume 3, Applications / 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, 466 p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Model Order Reduction ; Volume 3
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 three-volume handbook covers methods as well as applications. This third volume focuses on applications in engineering, biomedical engineering, computational physics and computer science.
In English.
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
Issued also in print.
MATHEMATICS / Numerical Analysis. bisacsh
Complexity reduction
applications in engineering
biomedical engineering
computational physics
computer science
3-11-050044-2
Alfio, Quarteroni, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
Andrea, Manzoni, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
B., Fröhlich, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
B., Lohmann, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
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Benner, Peter, editor. edt http://id.loc.gov/vocabulary/relators/edt
Bernard, Haasdonk, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
Bernd R., Noack, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
Bülent, Karasözen, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
C. D., Yuan, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
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D., Grunert, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
Daniel, Ioan, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
Dirk, Hartmann, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
E. B., Rudnyi, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
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Harry L., Trentelman, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
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J. B., Rutzmoser, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
J., Fehr, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
Jacquelien M. A., Scherpen, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
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Matthias, Herz, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
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Rozza, Gianluigi, editor. edt http://id.loc.gov/vocabulary/relators/edt
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Wim, Desmet, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
Xiaodong, Cheng, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb
language English
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author2 Alfio, Quarteroni,
Alfio, Quarteroni,
Andrea, Manzoni,
Andrea, Manzoni,
B., Fröhlich,
B., Fröhlich,
B., Lohmann,
B., Lohmann,
Behzad, Nouri,
Behzad, Nouri,
Benner, Peter,
Benner, Peter,
Bernard, Haasdonk,
Bernard, Haasdonk,
Bernd R., Noack,
Bernd R., Noack,
Bülent, Karasözen,
Bülent, Karasözen,
C. D., Yuan,
C. D., Yuan,
C. H., Meyer,
C. H., Meyer,
C., Lerch,
C., Lerch,
Rixen, Daniel,
Rixen, Daniel,
D., Grunert,
D., Grunert,
Daniel, Ioan,
Daniel, Ioan,
Dirk, Hartmann,
Dirk, Hartmann,
E. B., Rudnyi,
E. B., Rudnyi,
Elke, Deckers,
Elke, Deckers,
Emad, Gad,
Emad, Gad,
Frank, Naets,
Frank, Naets,
Gabriela, Ciuprina,
Gabriela, Ciuprina,
Grivet-Talocia, Stefano,
Grivet-Talocia, Stefano,
Harry L., Trentelman,
Harry L., Trentelman,
Herman, Van der Auweraer,
Herman, Van der Auweraer,
J. B., Rutzmoser,
J. B., Rutzmoser,
J., Fehr,
J., Fehr,
Jacquelien M. A., Scherpen,
Jacquelien M. A., Scherpen,
Jean-Christophe, Loiseau,
Jean-Christophe, Loiseau,
John P., Eason,
John P., Eason,
Joost, Rommes,
Joost, Rommes,
Karl, Meerbergen,
Karl, Meerbergen,
Lorenz T., Biegler,
Lorenz T., Biegler,
M., Cruz Varona,
M., Cruz Varona,
Masayuki, Yano,
Masayuki, Yano,
Matthias, Herz,
Matthias, Herz,
Meinhard, Paffrath,
Meinhard, Paffrath,
Michel, Nakhla,
Michel, Nakhla,
Niccolò, Dal Santo,
Niccolò, Dal Santo,
P., Eberhard,
P., Eberhard,
P., Holzwarth,
P., Holzwarth,
Quarteroni, Alfio,
Quarteroni, Alfio,
Ram, Achar,
Ram, Achar,
Roland, Pulch,
Roland, Pulch,
Rozza, Gianluigi,
Rozza, Gianluigi,
Schilders, W. H. A.
Schilders, W. H. A.
Silveira, Luís Miguel,
Silveira, Luís Miguel,
Stefano, Pagani,
Stefano, Pagani,
Steven L., Brunton,
Steven L., Brunton,
T., Bechtold,
T., Bechtold,
Tommaso, Tamarozzi,
Tommaso, Tamarozzi,
Utz, Wever,
Utz, Wever,
Wilhelmus H. A., Schilders,
Wilhelmus H. A., Schilders,
Wim, Desmet,
Wim, Desmet,
Xiaodong, Cheng,
Xiaodong, Cheng,
author_facet Alfio, Quarteroni,
Alfio, Quarteroni,
Andrea, Manzoni,
Andrea, Manzoni,
B., Fröhlich,
B., Fröhlich,
B., Lohmann,
B., Lohmann,
Behzad, Nouri,
Behzad, Nouri,
Benner, Peter,
Benner, Peter,
Bernard, Haasdonk,
Bernard, Haasdonk,
Bernd R., Noack,
Bernd R., Noack,
Bülent, Karasözen,
Bülent, Karasözen,
C. D., Yuan,
C. D., Yuan,
C. H., Meyer,
C. H., Meyer,
C., Lerch,
C., Lerch,
Rixen, Daniel,
Rixen, Daniel,
D., Grunert,
D., Grunert,
Daniel, Ioan,
Daniel, Ioan,
Dirk, Hartmann,
Dirk, Hartmann,
E. B., Rudnyi,
E. B., Rudnyi,
Elke, Deckers,
Elke, Deckers,
Emad, Gad,
Emad, Gad,
Frank, Naets,
Frank, Naets,
Gabriela, Ciuprina,
Gabriela, Ciuprina,
Grivet-Talocia, Stefano,
Grivet-Talocia, Stefano,
Harry L., Trentelman,
Harry L., Trentelman,
Herman, Van der Auweraer,
Herman, Van der Auweraer,
J. B., Rutzmoser,
J. B., Rutzmoser,
J., Fehr,
J., Fehr,
Jacquelien M. A., Scherpen,
Jacquelien M. A., Scherpen,
Jean-Christophe, Loiseau,
Jean-Christophe, Loiseau,
John P., Eason,
John P., Eason,
Joost, Rommes,
Joost, Rommes,
Karl, Meerbergen,
Karl, Meerbergen,
Lorenz T., Biegler,
Lorenz T., Biegler,
M., Cruz Varona,
M., Cruz Varona,
Masayuki, Yano,
Masayuki, Yano,
Matthias, Herz,
Matthias, Herz,
Meinhard, Paffrath,
Meinhard, Paffrath,
Michel, Nakhla,
Michel, Nakhla,
Niccolò, Dal Santo,
Niccolò, Dal Santo,
P., Eberhard,
P., Eberhard,
P., Holzwarth,
P., Holzwarth,
Quarteroni, Alfio,
Quarteroni, Alfio,
Ram, Achar,
Ram, Achar,
Roland, Pulch,
Roland, Pulch,
Rozza, Gianluigi,
Rozza, Gianluigi,
Schilders, W. H. A.
Schilders, W. H. A.
Silveira, Luís Miguel,
Silveira, Luís Miguel,
Stefano, Pagani,
Stefano, Pagani,
Steven L., Brunton,
Steven L., Brunton,
T., Bechtold,
T., Bechtold,
Tommaso, Tamarozzi,
Tommaso, Tamarozzi,
Utz, Wever,
Utz, Wever,
Wilhelmus H. A., Schilders,
Wilhelmus H. A., Schilders,
Wim, Desmet,
Wim, Desmet,
Xiaodong, Cheng,
Xiaodong, Cheng,
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author_sort Alfio, Quarteroni,
title Model Order Reduction.
spellingShingle Model Order Reduction.
Model Order Reduction ;
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
title_full Model Order Reduction. Volume 3, Applications / Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel Silveira.
title_fullStr Model Order Reduction. Volume 3, Applications / Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel Silveira.
title_full_unstemmed Model Order Reduction. Volume 3, Applications / 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 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
title_new Model Order Reduction.
title_sort model order reduction. applications /
series Model Order Reduction ;
series2 Model Order Reduction ;
publisher De Gruyter
De Gruyter,
publishDate 2020
physical 1 online resource (VIII, 466 p.)
Issued also in print.
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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3-11-049900-2
3-11-050044-2
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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 three-volume handbook covers methods as well as applications. This third 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 third volume of Model Order Reduction --</subfield><subfield code="t">Contents --</subfield><subfield code="t">1 Model reduction in chemical process optimization --</subfield><subfield code="t">2 Model order reduction in mechanical engineering --</subfield><subfield code="t">3 Case studies of model order reduction for acoustics and vibrations --</subfield><subfield code="t">4 Model order reduction in microelectronics --</subfield><subfield code="t">5 Complexity reduction of electromagnetic systems --</subfield><subfield code="t">6 Model reduction in computational aerodynamics --</subfield><subfield code="t">7 Model order reduction in neuroscience --</subfield><subfield code="t">8 Reduced-order modeling for applications to the cardiovascular system --</subfield><subfield code="t">9 From the POD-Galerkin method to sparse manifold models --</subfield><subfield code="t">10 Model order reduction in uncertainty quantification --</subfield><subfield code="t">11 Reduced-order modeling of large-scale network systems --</subfield><subfield code="t">12 Model order reduction and digital twins --</subfield><subfield code="t">13 MOR software --</subfield><subfield code="t">Index</subfield></datafield><datafield tag="530" ind1=" " ind2=" "><subfield code="a">Issued also in print.</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">Complexity reduction</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">applications in engineering</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">biomedical engineering</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">computational physics</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">computer science</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">3-11-050044-2</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">B., Fröhlich,</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">B., Lohmann,</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">Behzad, Nouri,</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">Bernard, Haasdonk,</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">Bernd R., Noack,</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">Bülent, Karasözen,</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">C. D., Yuan,</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">C. H., Meyer,</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">C., Lerch,</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">Rixen, Daniel,</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">D., Grunert,</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">Daniel, Ioan,</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">Dirk, Hartmann,</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">E. B., Rudnyi,</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">Elke, Deckers,</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">Emad, Gad,</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">Frank, Naets,</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">Gabriela, Ciuprina,</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">Harry L., Trentelman,</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">Herman, Van der Auweraer,</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">J. 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