D. González

Most-cited papers

PGD-Based Computational Vademecum for Efficient Design, Optimization and Control
F. Chinesta, A. Leygue, F. Bordeu, J. V. Aguado +5 more
2013Archives of Computational Methods in Engineering314 citations Open access
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A Manifold Learning Approach to Data-Driven Computational Elasticity and Inelasticity
R. Ibáñez, E. Abisset-Chavanne, J. V. Aguado, D. González +2 more
2016Archives of Computational Methods in Engineering218 citations Open access
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Recent advances on the use of separated representations
D. González, A. Ammar, F. Chinesta, E. Cueto
2009139 citations Open access
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Structure-preserving neural networks
Quercus Hernández, Alberto Badías, D. González, F. Chinesta +1 more
2020Journal of Computational Physics129 citations Open access
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Deep learning of thermodynamics-aware reduced-order models from data
Quercus Hernández, Alberto Badías, D. González, F. Chinesta +1 more
2020Computer Methods in Applied Mechanics and Engineering107 citations Open access
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Thermodynamically consistent data-driven computational mechanics
D. González, F. Chinesta, E. Cueto
2018Continuum Mechanics and Thermodynamics102 citations Open access
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Hybrid constitutive modeling: data-driven learning of corrections to plasticity models
R. Ibáñez, E. Abisset-Chavanne, D. González, J. Duval +2 more
2018International Journal of Material Forming98 citations Open access
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Real‐time simulation of biological soft tissues: a PGD approach
S. Niroomandi, D. González, I. Alfaro, F. Bordeu +3 more
2013International Journal for Numerical Methods in Biomedical Engineering95 citations Open access
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A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition
R. Ibáñez, E. Abisset-Chavanne, A. Ammar, D. González +4 more
2018Complex92 citations Open access
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Proper Generalized Decomposition based dynamic data driven inverse identification
D. González, F. Masson, F. Poulhaon, A. Leygue +2 more
2012Mathematics and Computers in Simulation79 citations Open access
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Real‐time simulation of surgery by reduced‐order modeling and X‐FEM techniques
S. Niroomandi, I. Alfaro, D. González, Elías Cueto +1 more
2012International Journal for Numerical Methods in Biomedical Engineering79 citations Open access
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Non incremental strategies based on separated representations: applications in computational rheology
A. Ammar, M. Normandin, F. Daim, D. González +2 more
201076 citations Open access
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Learning Corrections for Hyperelastic Models From Data
D. González, F. Chinesta, E. Cueto
2019Frontiers in Materials64 citations Open access
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A Manifold Learning Approach for Integrated Computational Materials Engineering
E. Lopez, D. González, J. V. Aguado, E. Abisset-Chavanne +3 more
2016Archives of Computational Methods in Engineering59 citations Open access
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Model order reduction in hyperelasticity: a proper generalized decomposition approach
S. Niroomandi, I. Alfaro, D. González, E. Cueto +1 more
201350 citations Open access
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Learning slosh dynamics by means of data
B. Moya, D. González, I. Alfaro, F. Chinesta +1 more
2019Computational Mechanics48 citations Open access
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Real‐time direct integration of reduced solid dynamics equations
D. González, E. Cueto, F. Chinesta
201446 citations Open access
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FE2 multiscale in linear elasticity based on parametrized microscale models using proper generalized decomposition
F. El Halabi, D. González, A. Chico, M. Doblaré
201346 citations
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A higher order method based on local maximum entropy approximation
D. González, E. Cueto, M. Doblaré
201042 citations
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kPCA-Based Parametric Solutions Within the PGD Framework
D. González, J. V. Aguado, E. Cueto, E. Abisset-Chavanne +1 more
2016Archives of Computational Methods in Engineering38 citations Open access
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Reduced-order modeling of soft robots
Jean Chenevier, D. González, J. V. Aguado, F. Chinesta +1 more
2018PLoS ONE33 citations Open access
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Computational Patient Avatars for Surgery Planning
D. González, E. Cueto, F. Chinesta
2015Annals of Biomedical Engineering33 citations
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Computational vademecums for the real-time simulation of haptic collision between nonlinear solids
D. González, I. Alfaro, C. Quesada, Elías Cueto +1 more
201533 citations Open access
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Model order reduction for real-time data assimilation through Extended Kalman Filters
D. González, Alberto Badías, I. Alfaro, F. Chinesta +1 more
201731 citations
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Physically sound, self-learning digital twins for sloshing fluids
B. Moya, I. Alfaro, D. González, F. Chinesta +1 more
2020PLoS ONE30 citations Open access
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Proper Generalized Decompositions: An Introduction to Computer Implementation with Matlab
D. González, I. Alfaro, E. Cueto
201629 citations
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Learning non-Markovian physics from data
D. González, F. Chinesta, E. Cueto
2020Journal of Computational Physics28 citations Open access
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A thermodynamics-informed active learning approach to perception and reasoning about fluids
B. Moya, Alberto Badías, D. González, F. Chinesta +1 more
2022Computational Mechanics26 citations Open access
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A Data-Driven Learning Method for Constitutive Modeling: Application to Vascular Hyperelastic Soft Tissues
D. González, A. García-González, F. Chinesta, E. Cueto
2020Materials25 citations Open access
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Computational vademecums for real‐time simulation of surgical cutting in haptic environments
C. Quesada, D. González, I. Alfaro, E. Cueto +1 more
201624 citations Open access
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An augmented reality platform for interactive aerodynamic design and analysis
Alberto Badías, Sarah Curtit, D. González, I. Alfaro +2 more
2019International Journal for Numerical Methods in Engineering23 citations Open access
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Local proper generalized decomposition
Alberto Badías, D. González, I. Alfaro, F. Chinesta +1 more
201722 citations Open access
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An error estimator for real-time simulators based on model order reduction
I. Alfaro, D. González, S. Zlotnik, P. Díez +2 more
2015Advanced Modeling and Simulation in Engineering Sciences22 citations Open access
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Higher‐order natural element methods: Towards an isogeometric meshless method
D. González, E. Cueto, M. Doblaré
200822 citations
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Proper Generalized Decompositions
E. Cueto, D. González, I. Alfaro
201621 citations
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Data-Driven GENERIC Modeling of Poroviscoelastic Materials
C. Ghnatios, I. Alfaro, D. González, F. Chinesta +1 more
2019Entropy20 citations Open access
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A PGD-based multiscale formulation for non-linear solid mechanics under small deformations
F. El Halabi, D. González, J. Sanz-Herrera, M. Doblaré
201620 citations Open access
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Physics Perception in Sloshing Scenes With Guaranteed Thermodynamic Consistency
B. Moya, Alberto Badías, D. González, F. Chinesta +1 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence17 citations Open access
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Reduced order modeling for physically-based augmented reality
Alberto Badías, I. Alfaro, D. González, F. Chinesta +1 more
2018Computer Methods in Applied Mechanics and Engineering17 citations Open access
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Haptic simulation of tissue tearing during surgery
C. Quesada, I. Alfaro, D. González, F. Chinesta +1 more
2018International Journal for Numerical Methods in Biomedical Engineering17 citations Open access
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Real‐time interaction of virtual and physical objects in mixed reality applications
Alberto Badías, D. González, I. Alfaro, F. Chinesta +1 more
2020International Journal for Numerical Methods in Engineering16 citations Open access
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Effect of the separated approximation of input data in the accuracy of the resulting PGD solution
S. Zlotnik, P. Díez, D. González, E. Cueto +1 more
2015Advanced Modeling and Simulation in Engineering Sciences16 citations Open access
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Learning data-driven reduced elastic and inelastic models of spot-welded patches
Agathe Reille, V. Champaney, F. Daim, Y. Tourbier +5 more
2021Mechanics & Industry15 citations Open access
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Vademecum‐based GFEM (V‐GFEM): optimal enrichment for transient problems
D. Canales, A. Leygue, F. Chinesta, D. González +4 more
201614 citations Open access
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Towards a pancreatic surgery simulator based on model order reduction
A. Mena, David Bel, I. Alfaro, D. González +2 more
2015Advanced Modeling and Simulation in Engineering Sciences13 citations Open access
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Real-time in silico experiments on gene regulatory networks and surgery simulation on handheld devices
I. Alfaro, D. González, F. Bordeu, A. Leygue +3 more
201413 citations Open access
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Multiparametric response surface construction by means of proper generalized decomposition: An extension of the PARAFAC procedure
F. El Halabi, D. González, Agustí Chico-Roca, M. Doblaré
201313 citations
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Computational Sensing, Understanding, and Reasoning: An Artificial Intelligence Approach to Physics-Informed World Modeling
B. Moya, Alberto Badías, D. González, F. Chinesta +1 more
2023Archives of Computational Methods in Engineering11 citations Open access
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Real-time simulation techniques for augmented learning in science and engineering
C. Quesada, D. González, I. Alfaro, E. Cueto +2 more
2015The Visual Computer10 citations Open access
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Streamline upwind/Petrov–Galerkin‐based stabilization of proper generalized decompositions for high‐dimensional advection–diffusion equations
D. González, E. Cueto, F. Chinesta, P. Díez +1 more
201310 citations Open access
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