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<dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:invenio="http://invenio-software.org/elements/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd"><dc:identifier>doi:10.1063/1.5008205</dc:identifier><dc:language>eng</dc:language><dc:creator>Badías, A.</dc:creator><dc:creator>González, D.</dc:creator><dc:creator>Alfaro, I.</dc:creator><dc:creator>Chinesta, F.</dc:creator><dc:creator>Cueto, E.</dc:creator><dc:title>Local proper generalized decomposition</dc:title><dc:identifier>ART-2017-104335</dc:identifier><dc:description>Local model order reduction methods provide better results than global ones to problems with intricate manifold solution structure. A posteriori methods (e.g. Proper Orthogonal Decomposition) have been many times applied locally, but a priori methods (e.g. Proper Generalized Decomposition) have the difficulty of determining the manifold structure of the solution in a previous way. We propose three strategies for estimating the appropriate size of the local sub-domains where afterwards local PGD (l-PGD) is applied. It can be seen as a sort of a priori manifold learning or non-linear dimensionality reduction technique. Finally, three examples support the work.</dc:description><dc:date>2017</dc:date><dc:source>http://zaguan.unizar.es/record/75374</dc:source><dc:doi>10.1063/1.5008205</dc:doi><dc:identifier>http://zaguan.unizar.es/record/75374</dc:identifier><dc:identifier>oai:zaguan.unizar.es:75374</dc:identifier><dc:relation>info:eu-repo/grantAgreement/ES/CICYT/DPI2014-51844-C2-1-R</dc:relation><dc:relation>info:eu-repo/grantAgreement/ES/DGA/T88</dc:relation><dc:relation>info:eu-repo/grantAgreement/ES/MINECO/DPI2015-72365-EXP</dc:relation><dc:identifier.citation>AIP Conference Proceedings 1896, 1 (2017), 170007 [6 pp.]</dc:identifier.citation><dc:rights>by-nc-nd</dc:rights><dc:rights>http://creativecommons.org/licenses/by-nc-nd/3.0/es/</dc:rights><dc:rights>info:eu-repo/semantics/openAccess</dc:rights></dc:dc>

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