David González

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 18

Top Topics

Monte Carlo Sampling

Reinforcement Learning

Top Venues

Adv. Model. Simul. Eng. Sci.

J. Comput. Phys.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Alicia Tierz, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
Graph neural networks informed locally by thermodynamics. CoRR (2024)
Pau Urdeitx, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
A comparison of Single- and Double-generator formalisms for Thermodynamics-Informed Neural Networks. CoRR (2024)
Beatriz Moya, Alberto Badías, David González, Francisco Chinesta, Elías Cueto
Physics Perception in Sloshing Scenes With Guaranteed Thermodynamic Consistency. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Alberto Badias, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
MORPH-DSLAM: Model Order Reduction for Physics-Based Deformable SLAM. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Beatriz Moya, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Physics-informed Reinforcement Learning for Perception and Reasoning about Fluids. CoRR (2022)
Beatriz Moya, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Physics perception in sloshing scenes with guaranteed thermodynamic consistency. CoRR (2021)
Quercus Hernandez, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Structure-preserving neural networks. J. Comput. Phys. 426 (2021)
David González, Francisco Chinesta, Elías Cueto
Learning non-Markovian physics from data. J. Comput. Phys. 428 (2021)
Quercus Hernandez, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Deep learning of thermodynamics-aware reduced-order models from data. CoRR (2020)
Quercus Hernandez, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Structure-preserving neural networks. CoRR (2020)
Alberto Badias, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
MORPH-DSLAM: Model Order Reduction for PHysics-based Deformable SLAM. CoRR (2020)
Chady Ghnatios, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
Data-Driven GENERIC Modeling of Poroviscoelastic Materials. Entropy 21 (12) (2019)
Alberto Badias, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
Improving the realism of mixed reality through physical simulation. SIGGRAPH Posters (2018)
Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean-Louis Duval, Francisco Chinesta
A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition. Complex. 2018 (2018)
Carlos Quesada, David González, Icíar Alfaro, Elías Cueto, Antonio Huerta, Francisco Chinesta
Real-time simulation techniques for augmented learning in science and engineering. Vis. Comput. 32 (11) (2016)
Andrés Mena, David Bel, Icíar Alfaro, David González, Elías Cueto, Francisco Chinesta
Towards a pancreatic surgery simulator based on model order reduction. Adv. Model. Simul. Eng. Sci. 2 (1) (2015)
Sergio Zlotnik, Pedro Díez, David González, Elías Cueto, Antonio Huerta
Effect of the separated approximation of input data in the accuracy of the resulting PGD solution. Adv. Model. Simul. Eng. Sci. 2 (1) (2015)
Icíar Alfaro, David González, Sergio Zlotnik, Pedro Díez, Elías Cueto, Francisco Chinesta
An error estimator for real-time simulators based on model order reduction. Adv. Model. Simul. Eng. Sci. 2 (1) (2015)
Carlos Quesada, Icíar Alfaro, David González, Elías Cueto, Francisco Chinesta
PGD-Based Model Reduction for Surgery Simulation: Solid Dynamics and Contact Detection. ISBMS (2014)
David González, F. Masson, F. Poulhaon, Adrien Leygue, Elías Cueto, Francisco Chinesta
Proper Generalized Decomposition based dynamic data driven inverse identification. Math. Comput. Simul. 82 (9) (2012)
David González, Elías Cueto, Francisco Chinesta, Manuel Doblaré
A natural element updated Lagrangian strategy for free-surface fluid dynamics. J. Comput. Phys. 223 (1) (2007)