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<r><article key="journals/ress/LiangMCC26" mdate="2025-09-06">
<author orcid="0000-0002-8608-1635" pid="391/0687">Huangbin Liang</author>
<author orcid="0000-0001-5483-6012" pid="295/9692">Beatriz Moya</author>
<author pid="33/5936">Francisco Chinesta</author>
<author orcid="0000-0002-6870-240X" pid="281/5425">Eleni N. Chatzi</author>
<title>Resilience-based post disaster recovery optimization for infrastructure system via deep reinforcement learning.</title>
<pages>111478</pages>
<year>2026</year>
<volume>265</volume>
<journal>Reliab. Eng. Syst. Saf.</journal>
<ee>https://doi.org/10.1016/j.ress.2025.111478</ee>
<url>db/journals/ress/ress265.html#LiangMCC26</url>
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<r><article key="journals/ress/LiangMCC26a" mdate="2026-01-04">
<author orcid="0000-0002-8608-1635" pid="391/0687">Huangbin Liang</author>
<author orcid="0000-0001-5483-6012" pid="295/9692">Beatriz Moya</author>
<author pid="33/5936">Francisco Chinesta</author>
<author orcid="0000-0002-6870-240X" pid="281/5425">Eleni N. Chatzi</author>
<title>A multi-model probabilistic framework for seismic risk assessment and retrofit planning of electric power networks.</title>
<pages>112001</pages>
<year>2026</year>
<volume>268</volume>
<journal>Reliab. Eng. Syst. Saf.</journal>
<ee>https://doi.org/10.1016/j.ress.2025.112001</ee>
<url>db/journals/ress/ress268.html#LiangMCC26a</url>
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<r><article key="journals/ress/LiangMCC26b" mdate="2026-03-24">
<author orcid="0000-0002-8608-1635" pid="391/0687">Huangbin Liang</author>
<author pid="295/9692">Beatriz Moya</author>
<author pid="33/5936">Francisco Chinesta</author>
<author orcid="0000-0002-6870-240X" pid="281/5425">Eleni N. Chatzi</author>
<title>Quantifying the value of seismic structural health monitoring for post-earthquake recovery of electric power system in terms of resilience enhancement.</title>
<year>2026</year>
<pages>112292</pages>
<volume>273</volume>
<journal>Reliab. Eng. Syst. Saf.</journal>
<ee>https://doi.org/10.1016/j.ress.2026.112292</ee>
<url>db/journals/ress/ress273.html#LiangMCC26b</url>
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<r><article publtype="informal" key="journals/corr/abs-2601-23269" mdate="2026-02-26">
<author pid="331/6043">Ismael Ben-Yelun</author>
<author pid="424/4990">Mohammed El Fallaki Idrissi</author>
<author pid="378/2207">Jad Mounayer</author>
<author pid="04/2851">Sebastian Rodriguez</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Rank Reduction AutoEncoders for Mechanical Design: Advancing Novel and Efficient Data-Driven Topology Optimization.</title>
<year>2026</year>
<month>January</month>
<volume>abs/2601.23269</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2601.23269</ee>
<url>db/journals/corr/corr2601.html#abs-2601-23269</url>
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<r><article publtype="informal" key="journals/corr/abs-2602-08509" mdate="2026-03-25">
<author pid="430/3584">R&#233;mi Cloarec</author>
<author pid="04/2851">Sebastian Rodriguez</author>
<author pid="125/6712">Xavier Kestelyn</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>The M-Tensor Format: Optimality in High Dimensional Regression for Nonlinear Models with Scarce Data.</title>
<year>2026</year>
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<volume>abs/2602.08509</volume>
<journal>CoRR</journal>
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<r><article publtype="informal" key="journals/corr/abs-2602-19662" mdate="2026-03-29">
<author pid="212/0154">Yanda Chen</author>
<author pid="04/2851">Sebastian Rodriguez</author>
<author pid="295/9692">Beatriz Moya</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Stress-constrained Topology Optimization for Metamaterial Microstructure Design.</title>
<year>2026</year>
<month>February</month>
<volume>abs/2602.19662</volume>
<journal>CoRR</journal>
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<url>db/journals/corr/corr2602.html#abs-2602-19662</url>
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<r><article publtype="informal" key="journals/corr/abs-2603-13504" mdate="2026-04-11">
<author pid="50/6288">Di Jiang</author>
<author pid="04/2851">Sebastian Rodriguez</author>
<author pid="432/5505">Herve Colin</author>
<author pid="257/8826">Yves Tourbier</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>ADIOSS Automatic Diagnostic Of System Simulations.</title>
<year>2026</year>
<month>March</month>
<volume>abs/2603.13504</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2603.13504</ee>
<url>db/journals/corr/corr2603.html#abs-2603-13504</url>
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<r><article publtype="informal" key="journals/corr/abs-2603-20418" mdate="2026-04-15">
<author pid="04/2851">Sebastian Rodriguez</author>
<author pid="250/1343">Mikhael Tannous</author>
<author pid="378/2207">Jad Mounayer</author>
<author pid="183/9248">Camilo Cruz</author>
<author pid="170/8266">Anais Barasinski</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Data-driven discovery of roughness descriptors for surface characterization and intimate contact modeling of unidirectional composite tapes.</title>
<year>2026</year>
<month>March</month>
<volume>abs/2603.20418</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2603.20418</ee>
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<r><article key="journals/algorithms/GuilhaumonHCL25" mdate="2026-02-06">
<author orcid="0009-0009-4094-3744" pid="371/8688">Clara Guilhaumon</author>
<author pid="169/2413">Nicolas Hasco&#235;t</author>
<author pid="33/5936">Francisco Chinesta</author>
<author orcid="0000-0003-1186-0295" pid="142/4665">Marc Lavarde</author>
<title>Optimized Active Learning Method for High-Dimensional Industrial Regression Problems.</title>
<pages>757</pages>
<year>2025</year>
<volume>18</volume>
<journal>Algorithms</journal>
<number>12</number>
<ee type="oa">https://doi.org/10.3390/a18120757</ee>
<url>db/journals/algorithms/algorithms18.html#GuilhaumonHCL25</url>
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<r><article key="journals/amses/RamoaGNC25" mdate="2026-03-24">
<author orcid="0000-0002-4874-4530" pid="401/5052">Bruno Ramoa</author>
<author orcid="0000-0001-7100-3813" pid="177/0243">Chady Ghnatios</author>
<author pid="196/0564">Jo&#227;o Miguel N&#243;brega</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Physics-informed data-driven closure relation for dilute short fiber suspensions.</title>
<pages>5</pages>
<year>2025</year>
<month>December</month>
<volume>12</volume>
<journal>Adv. Model. Simul. Eng. Sci.</journal>
<number>1</number>
<ee type="oa">https://doi.org/10.1186/s40323-025-00290-w</ee>
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<author orcid="0000-0003-4610-1440" pid="04/2851">Sebastian Rodriguez</author>
<author pid="309/0210">Angelo Pasquale</author>
<author pid="378/2207">Jad Mounayer</author>
<author orcid="0000-0003-3186-6571" pid="138/8907">Diego Canales</author>
<author orcid="0000-0001-7791-6445" pid="227/1782">Marianne Beringhier</author>
<author orcid="0000-0001-7100-3813" pid="177/0243">Chady Ghnatios</author>
<author pid="133/6413">Amine Ammar</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on partition of Unity method.</title>
<pages>11</pages>
<year>2025</year>
<month>December</month>
<volume>12</volume>
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<number>1</number>
<ee type="oa">https://doi.org/10.1186/s40323-025-00294-6</ee>
<url>db/journals/amses/amses12.html#RodriguezPMCBGAC25</url>
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<author orcid="0000-0003-3155-9213" pid="250/1343">Mikhael Tannous</author>
<author orcid="0000-0001-7100-3813" pid="177/0243">Chady Ghnatios</author>
<author pid="372/5021">Eivind Fonn</author>
<author pid="91/6635">Trond Kvamsdal</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Machine learning (ML) based reduced order modelling (ROM) for linear and non-linear solid and structural mechanics.</title>
<pages>15</pages>
<year>2025</year>
<month>December</month>
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<r><article key="journals/amses/HembertGCC25" mdate="2025-08-29">
<author pid="373/0395">Pierre Hembert</author>
<author orcid="0000-0001-7100-3813" pid="177/0243">Chady Ghnatios</author>
<author pid="373/1004">Julien Cotton</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Graph neural network structural limitation for thermal simulation and architecture optimization through rating system.</title>
<pages>24</pages>
<year>2025</year>
<month>December</month>
<volume>12</volume>
<journal>Adv. Model. Simul. Eng. Sci.</journal>
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<ee type="oa">https://doi.org/10.1186/s40323-025-00306-5</ee>
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<r><article key="journals/eaai/TierzAGCC25" mdate="2025-03-03">
<author orcid="0009-0007-8488-6089" pid="378/1253">Alicia Tierz</author>
<author pid="79/4677">Ic&#237;ar Alfaro</author>
<author pid="85/3217-2">David Gonz&#225;lez 0002</author>
<author pid="33/5936">Francisco Chinesta</author>
<author orcid="0000-0003-1017-4381" pid="33/6659">El&#237;as Cueto</author>
<title>Graph neural networks informed locally by thermodynamics.</title>
<pages>110108</pages>
<year>2025</year>
<volume>144</volume>
<journal>Eng. Appl. Artif. Intell.</journal>
<ee>https://doi.org/10.1016/j.engappai.2025.110108</ee>
<url>db/journals/eaai/eaai144.html#TierzAGCC25</url>
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<r><article key="journals/sigpro/RodriguezRPMMCM25" mdate="2025-02-14">
<author orcid="0000-0003-4610-1440" pid="04/2851">Sebastian Rodriguez</author>
<author pid="121/9051">Marc R&#233;billat</author>
<author orcid="0000-0002-0653-7381" pid="385/8426">Shweta Paunikar</author>
<author pid="385/7797">Pierre Margerit</author>
<author pid="m/EricMonteiro">Eric Monteiro</author>
<author pid="33/5936">Francisco Chinesta</author>
<author orcid="0000-0002-8928-1181" pid="08/8130">Nazih Mechbal</author>
<title>Single atom convolutional matching pursuit: Theoretical framework and application to Lamb waves based structural health monitoring.</title>
<pages>109898</pages>
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<ee>https://doi.org/10.1016/j.sigpro.2025.109898</ee>
<url>db/journals/sigpro/sigpro231.html#RodriguezRPMMCM25</url>
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<r><article key="journals/vc/MailheACB25" mdate="2025-03-03">
<author orcid="0000-0002-2298-5213" pid="378/5421">Clement Mailhe</author>
<author pid="133/6413">Amine Ammar</author>
<author pid="33/5936">Francisco Chinesta</author>
<author pid="80/10573">Dominique Baillargeat</author>
<title>Towards improving synthetic-to-real image correlation for instance recognition in structure monitoring.</title>
<pages>281-301</pages>
<year>2025</year>
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<volume>41</volume>
<journal>Vis. Comput.</journal>
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<ee>https://doi.org/10.1007/s00371-024-03325-2</ee>
<url>db/journals/vc/vc41.html#MailheACB25</url>
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<r><article key="journals/vr/HernandezMTAGCC25" mdate="2025-11-02">
<author pid="198/1002">Quercus Hern&#225;ndez</author>
<author orcid="0000-0001-9732-4498" pid="181/2615">Pedro Martins 0006</author>
<author orcid="0009-0001-6786-0596" pid="395/1955">Lucas Tes&#225;n</author>
<author pid="79/4677">Ic&#237;ar Alfaro</author>
<author pid="85/3217-2">David Gonz&#225;lez 0002</author>
<author pid="33/5936">Francisco Chinesta</author>
<author pid="33/6659">El&#237;as Cueto</author>
<title>A neural network architecture for physically-consistent haptic rendering.</title>
<pages>114</pages>
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<ee type="oa">https://doi.org/10.1007/s10055-025-01199-w</ee>
<url>db/journals/vr/vr29.html#HernandezMTAGCC25</url>
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<r><article publtype="informal" key="journals/corr/abs-2504-06860" mdate="2026-03-24">
<author pid="250/1343">Mikhael Tannous</author>
<author orcid="0000-0001-7100-3813" pid="177/0243">Chady Ghnatios</author>
<author pid="372/5021">Eivind Fonn</author>
<author pid="91/6635">Trond Kvamsdal</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Machine Learning (ML) based Reduced Order Modeling (ROM) for linear and non-linear solid and structural mechanics.</title>
<year>2025</year>
<month>April</month>
<volume>abs/2504.06860</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2504.06860</ee>
<url>db/journals/corr/corr2504.html#abs-2504-06860</url>
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<r><article publtype="informal" key="journals/corr/abs-2505-09458" mdate="2026-03-24">
<author pid="378/2207">Jad Mounayer</author>
<author pid="378/1253">Alicia Tierz</author>
<author pid="369/3501">Jerome Tomezyk</author>
<author orcid="0000-0001-7100-3813" pid="177/0243">Chady Ghnatios</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Variational Rank Reduction Autoencoder.</title>
<year>2025</year>
<month>May</month>
<volume>abs/2505.09458</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2505.09458</ee>
<url>db/journals/corr/corr2505.html#abs-2505-09458</url>
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<r><article publtype="informal" key="journals/corr/abs-2507-16571" mdate="2025-08-18">
<author pid="394/9300">Guillaume de Rom&#233;mont</author>
<author pid="28/9753">Florent Renac</author>
<author pid="33/5936">Francisco Chinesta</author>
<author pid="23/4752">Jorge N&#250;&#241;ez</author>
<author pid="413/4801">D. Gueyffier</author>
<title>Data-Driven Adaptive Gradient Recovery for Unstructured Finite Volume Computations.</title>
<year>2025</year>
<month>July</month>
<volume>abs/2507.16571</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2507.16571</ee>
<url>db/journals/corr/corr2507.html#abs-2507-16571</url>
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<r><article publtype="informal" key="journals/corr/abs-2508-07376" mdate="2025-09-13">
<author pid="391/0687">Huangbin Liang</author>
<author pid="295/9692">Beatriz Moya</author>
<author pid="33/5936">Francisco Chinesta</author>
<author pid="281/5425">Eleni N. Chatzi</author>
<title>A Multi-Model Probabilistic Framework for Seismic Risk Assessment and Retrofit Planning of Electric Power Networks.</title>
<year>2025</year>
<month>August</month>
<volume>abs/2508.07376</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2508.07376</ee>
<url>db/journals/corr/corr2508.html#abs-2508-07376</url>
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<r><article publtype="informal" key="journals/corr/abs-2508-10318" mdate="2025-09-13">
<author pid="391/0687">Huangbin Liang</author>
<author pid="295/9692">Beatriz Moya</author>
<author pid="33/5936">Francisco Chinesta</author>
<author pid="281/5425">Eleni N. Chatzi</author>
<title>Quantifying the Value of Seismic Structural Health Monitoring for post-earthquake recovery of electric power system in terms of resilience enhancement.</title>
<year>2025</year>
<month>August</month>
<volume>abs/2508.10318</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2508.10318</ee>
<url>db/journals/corr/corr2508.html#abs-2508-10318</url>
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<r><article publtype="informal" key="journals/corr/abs-2509-08515" mdate="2025-10-12">
<author pid="378/1253">Alicia Tierz</author>
<author pid="378/2207">Jad Mounayer</author>
<author pid="295/9692">Beatriz Moya</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Variational Rank Reduction Autoencoders for Generative Thermal Design.</title>
<year>2025</year>
<month>September</month>
<volume>abs/2509.08515</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2509.08515</ee>
<url>db/journals/corr/corr2509.html#abs-2509-08515</url>
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<r><article publtype="informal" key="journals/corr/abs-2510-18925" mdate="2026-03-24">
<author pid="420/2058">Elias Al Ghazal</author>
<author pid="378/2207">Jad Mounayer</author>
<author pid="295/9692">Beatriz Moya</author>
<author pid="04/2851">Sebastian Rodriguez</author>
<author orcid="0000-0001-7100-3813" pid="177/0243">Chady Ghnatios</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Application of Reduced-Order Models for Temporal Multiscale Representations in the Prediction of Dynamical Systems.</title>
<year>2025</year>
<month>October</month>
<volume>abs/2510.18925</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2510.18925</ee>
<url>db/journals/corr/corr2510.html#abs-2510-18925</url>
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<r><article publtype="informal" key="journals/corr/abs-2511-17111" mdate="2026-01-14">
<author pid="313/2335">Sergio Torregrosa</author>
<author pid="44/6920">David Mu&#241;oz</author>
<author pid="169/9143">H&#233;ctor Navarro</author>
<author pid="f/CharbelFarhat">Charbel Farhat</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Towards Generative Design Using Optimal Transport for Shape Exploration and Solution Field Interpolation.</title>
<year>2025</year>
<month>November</month>
<volume>abs/2511.17111</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2511.17111</ee>
<url>db/journals/corr/corr2511.html#abs-2511-17111</url>
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<r><article publtype="informal" key="journals/corr/abs-2512-07542" mdate="2026-03-24">
<author pid="378/2207">Jad Mounayer</author>
<author pid="04/2851">Sebastian Rodriguez</author>
<author pid="369/3501">Jerome Tomezyk</author>
<author orcid="0000-0001-7100-3813" pid="177/0243">Chady Ghnatios</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>RRAEDy: Adaptive Latent Linearization of Nonlinear Dynamical Systems.</title>
<year>2025</year>
<month>December</month>
<volume>abs/2512.07542</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2512.07542</ee>
<url>db/journals/corr/corr2512.html#abs-2512-07542</url>
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<r><article publtype="informal" key="journals/corr/abs-2512-11748" mdate="2026-01-23">
<author pid="424/4990">Mohammed El Fallaki Idrissi</author>
<author pid="378/2207">Jad Mounayer</author>
<author pid="04/2851">Sebastian Rodriguez</author>
<author pid="394/5185">Fodil Meraghni</author>
<author pid="33/5936">Francisco Chinesta</author>
<title>Generative Parametric Design (GPD): A framework for real-time geometry generation and on-the-fly multiparametric approximation.</title>
<year>2025</year>
<month>December</month>
<volume>abs/2512.11748</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2512.11748</ee>
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</r>
<r><inproceedings key="conf/vbc/AlcanizCMGR96" mdate="2024-08-04">
<author orcid="0000-0001-9207-0636" pid="24/3557">Mariano Alca&#241;iz Raya</author>
<author pid="33/5936">Francisco Chinesta</author>
<author pid="m/CarlosMonserratAranda">Carlos Monserrat</author>
<author pid="g/VicenteGrau">Vicente Grau</author>
<author pid="76/9155">Antonio Ram&#243;n</author>
<title>An Advanced System for the Simulation and Planning of Orthodontic Treatments.</title>
<pages>511-520</pages>
<year>1996</year>
<crossref>conf/vbc/1996</crossref>
<booktitle>VBC</booktitle>
<url>db/conf/vbc/vbc1996.html#AlcanizCMGR96</url>
<ee>https://doi.org/10.1007/BFb0046992</ee>
</inproceedings>
</r>
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<co c="0"><na f="a/Aguado:Jos=eacute=_Vicente" pid="196/2784">Jos&#233; Vicente Aguado</na></co>
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<co c="0"><na f="a/Alfaro:Ic=iacute=ar" pid="79/4677">Ic&#237;ar Alfaro</na></co>
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<co c="0"><na f="l/Liang:Huangbin" pid="391/0687">Huangbin Liang</na></co>
<co c="0"><na f="l/Lorenzo:Daniele_Di" pid="372/2668">Daniele Di Lorenzo</na></co>
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<co c="0"><na f="m/Mont=aacute=ns:Francisco_Javier" pid="243/4746">Francisco Javier Mont&#225;ns</na></co>
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<co c="0"><na f="m/Mont=eacute=s:Nicol=aacute=s" pid="43/9">Nicol&#225;s Mont&#233;s</na></co>
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<co c="0"><na f="v/Valette:Rudy" pid="255/2280">Rudy Valette</na></co>
<co c="0"><na f="v/Vermiglio:Simona" pid="277/4242">Simona Vermiglio</na></co>
<co c="1"><na f="v/Vidal:Antonio_M=" pid="v/AntonioMVidal">Antonio M. Vidal</na></co>
<co c="0"><na f="v/Villon:Pierre" pid="62/438">Pierre Villon</na></co>
<co c="0"><na f="w/Wu_0015:Jiajun" pid="338/7113">Jiajun Wu 0015</na></co>
<co c="2"><na f="y/Yun:Minyoung" pid="73/3906">Minyoung Yun</na></co>
<co c="0"><na f="z/Ziane:Mustapha" pid="222/9300">Mustapha Ziane</na></co>
<co c="0"><na f="z/Zlotnik:Sergio" pid="60/676">Sergio Zlotnik</na></co>
</coauthors>
</dblpperson>

