Empowering Advanced Driver-Assistance Systems from Topological Data Analysis
Frahi, Tarek, Chinesta, Francisco, Falcó, Antonio, Badias, Alberto, Cueto, Elias, Choi, Hyung Yun, Han, Manyong, Duval, Jean-Louis
Published in Mathematics (Basel) (16.03.2021)
Published in Mathematics (Basel) (16.03.2021)
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Digital twins that learn and correct themselves
Moya, Beatriz, Badías, Alberto, Alfaro, Icíar, Chinesta, Francisco, Cueto, Elías
Published in International journal for numerical methods in engineering (15.07.2022)
Published in International journal for numerical methods in engineering (15.07.2022)
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Structure-preserving neural networks
Hernández, Quercus, Badías, Alberto, González, David, Chinesta, Francisco, Cueto, Elías
Published in Journal of computational physics (01.02.2021)
Published in Journal of computational physics (01.02.2021)
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A thermodynamics-informed active learning approach to perception and reasoning about fluids
Moya, Beatriz, Badías, Alberto, González, David, Chinesta, Francisco, Cueto, Elías
Published in Computational mechanics (01.09.2023)
Published in Computational mechanics (01.09.2023)
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Computational Sensing, Understanding, and Reasoning: An Artificial Intelligence Approach to Physics-Informed World Modeling
Moya, Beatriz, Badías, Alberto, González, David, Chinesta, Francisco, Cueto, Elias
Published in Archives of computational methods in engineering (01.05.2024)
Published in Archives of computational methods in engineering (01.05.2024)
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Reduced order modeling for physically-based augmented reality
Badías, Alberto, Alfaro, Icíar, González, David, Chinesta, Francisco, Cueto, Elías
Published in Computer methods in applied mechanics and engineering (01.11.2018)
Published in Computer methods in applied mechanics and engineering (01.11.2018)
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Thermodynamics-Informed Graph Neural Networks
Hernandez, Quercus, Badias, Alberto, Chinesta, Francisco, Cueto, Elias
Published in IEEE transactions on artificial intelligence (01.03.2024)
Published in IEEE transactions on artificial intelligence (01.03.2024)
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Local proper generalized decomposition
Badías, Alberto, González, David, Alfaro, Iciar, Chinesta, Francisco, Cueto, Elias
Published in International journal for numerical methods in engineering (21.12.2017)
Published in International journal for numerical methods in engineering (21.12.2017)
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Learning cell migration mechanisms using machine learning
Olalla, Juan, Badías, Alberto, Saucedo, Luis, Sanz, Miguel Ángel, Benítez, José María, Montans, Francisco
Published in Results in engineering (01.06.2024)
Published in Results in engineering (01.06.2024)
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