David González

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Elias CuetoProfessor, Aragon Inst. of Engng. Research. Universidad de Zaragoza.E-mail confirmado em unizar.es
Francisco (Paco) ChinestaArts et Metiers Paris / CNRS@CREATE Singapore / ESI, RTE, SKF CHAIRS / Spanish Royal Acad. EngrgE-mail confirmado em ensam.eu
Icíar AlfaroUniversidad de ZaragozaE-mail confirmado em unizar.es
Alberto BadíasETSIAE, Universidad Politécnica de MadridE-mail confirmado em upm.es
Manuel DoblareUniversity of ZaragozaE-mail confirmado em unizar.es
Adrien LeygueResearch Associate, Nantes Université, Ecole Centrale Nantes, CNRS, GeME-mail confirmado em ec-nantes.fr
Amine AmmarProfesseur des universités, Arts et Métiers ParisTech Angers E-mail confirmado em ensam.eu
Antonio HuertaProfessor, Universitat Politecnica de Catalunya (UPC)E-mail confirmado em upc.edu
Jose V. AguadoAssociate professor at Institut de Recherche en Génie Civil et Mécanique, Ecole Centrale de NantesE-mail confirmado em ec-nantes.fr
Felipe Bordeu WeldtResearcher Engineer - Safran SaE-mail confirmado em safrangroup.com
Emmanuelle Abisset-ChavanneProfessor, EnsamE-mail confirmado em ensam.eu
Beatriz MoyaAssociate Professor, ENSAM ParisE-mail confirmado em ensam.eu
Carlos QuesadaLecturer & Researcher at University of DeustoE-mail confirmado em deusto.es
Siamak NiroomandiPhD in Mechanical engineering, Computational MechanicsE-mail confirmado em univ-grenoble-alpes.fr
Pedro DiezProfessor, Universitat Politècnica de Catalunya (UPC BarcelonaTech), Affiliated Scientist at CIMNEE-mail confirmado em upc.edu
Quercus HernándezPostdoc Researcher, University of PennsylvaniaE-mail confirmado em seas.upenn.edu
Julien YVONNETGustave Eiffel UniversityE-mail confirmado em univ-eiffel.fr
Miguel Angel MartínezUniversidad de ZaragozaE-mail confirmado em unizar.es
Sergio ZlotnikUniversitat Politècnica de Catalunya, BarcelonaTechE-mail confirmado em upc.es
Chady GhnatiosUniversity of North FloridaE-mail confirmado em unf.edu

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David González

Professor, Universidad de Zaragoza, AMB Applied Mechanics and BioEngineering

E-mail confirmado em unizar.es - Página inicial

Data-Driven Computational Mechanics - M.O.R. - Real-Time simulation - PGD - Scientific Machine Learning


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PGD-Based Computational Vademecum for Efficient Design, Optimization and Control F Chinesta, A Leygue, F Bordeu, JV Aguado, E Cueto, D González, ... Archives of Computational methods in Engineering 20, 31-59, 2013	401	2013
A manifold learning approach to data-driven computational elasticity and inelasticity R Ibanez, E Abisset-Chavanne, JV Aguado, D Gonzalez, E Cueto, ... Archives of Computational Methods in Engineering 25, 47-57, 2018	241	2018
Recent advances on the use of separated representations D González, A Ammar, F Chinesta, E Cueto International Journal for Numerical Methods in Engineering 81 (5), 637-659, 2010	172	2010
Numerically explicit potentials for the homogenization of nonlinear elastic heterogeneous materials J Yvonnet, D Gonzalez, QC He Computer Methods in Applied Mechanics and Engineering 198 (33-36), 2723-2737, 2009	167	2009
Real‐time simulation of biological soft tissues: a PGD approach S Niroomandi, D González, I Alfaro, F Bordeu, A Leygue, E Cueto, ... International journal for numerical methods in biomedical engineering 29 (5 …, 2013	121	2013
Thermodynamically consistent data-driven computational mechanics D González, F Chinesta, E Cueto Continuum Mechanics and Thermodynamics 31, 239-253, 2019	117	2019
A multidimensional data‐driven sparse identification technique: the sparse proper generalized decomposition R Ibáñez, E Abisset-Chavanne, A Ammar, D González, E Cueto, A Huerta, ... Complexity 2018 (1), 5608286, 2018	101	2018
Hybrid constitutive modeling: data-driven learning of corrections to plasticity models R Ibáñez, E Abisset-Chavanne, D González, JL Duval, E Cueto, ... International Journal of Material Forming 12, 717-725, 2019	100	2019
Non incremental strategies based on separated representations: applications in computational rheology A Ammar, M Normandin, F Daim, D Gonzalez, E Cueto, F Chinesta	97	2010
Deep learning of thermodynamics-aware reduced-order models from data Q Hernandez, A Badias, D Gonzalez, F Chinesta, E Cueto Computer Methods in Applied Mechanics and Engineering 379, 113763, 2021	95	2021
Structure-preserving neural networks Q Hernández, A Badías, D González, F Chinesta, E Cueto Journal of Computational Physics 426, 109950, 2021	92	2021
Real‐time simulation of surgery by reduced‐order modeling and X‐FEM techniques S Niroomandi, I Alfaro, D Gonzalez, E Cueto, F Chinesta International journal for numerical methods in biomedical engineering 28 (5 …, 2012	90	2012
Proper generalized decomposition based dynamic data driven inverse identification D González, F Masson, F Poulhaon, A Leygue, E Cueto, F Chinesta Mathematics and Computers in Simulation 82 (9), 1677-1695, 2012	87	2012
Learning corrections for hyperelastic models from data D González, F Chinesta, E Cueto Frontiers in Materials 6, 14, 2019	83	2019
Numerical integration in natural neighbour Galerkin methods D Gonzalez, E Cueto, MA Martinez, M Doblaré International journal for numerical methods in engineering 60 (12), 2077-2104, 2004	83	2004
A manifold learning approach for integrated computational materials engineering E Lopez, D Gonzalez, JV Aguado, E Abisset-Chavanne, E Cueto, ... Archives of Computational Methods in Engineering 25, 59-68, 2018	80	2018
A natural element updated Lagrangian strategy for free-surface fluid dynamics D González, E Cueto, F Chinesta, M Doblaré Journal of computational physics 223 (1), 127-150, 2007	74	2007
Proper generalized decompositions: an introduction to computer implementation with Matlab E Cueto, D González, I Alfaro Springer, 2016	67	2016
Model order reduction in hyperelasticity: a proper generalized decomposition approach S Niroomandi, I Alfaro, D González, E Cueto, F Chinesta International Journal for Numerical Methods in Engineering 96 (3), 129-149, 2013	62	2013
Real‐time direct integration of reduced solid dynamics equations D González, E Cueto, F Chinesta International Journal for Numerical Methods in Engineering 99 (9), 633-653, 2014	61	2014

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