Francisco Chinesta | Scholar Profiles and Rankings

Publications and Citation History

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Structure-preserving formulations for data-driven analysis of coupled multi-physics systems (journal article) Muixí, Alba \| González, David \| Chinesta, Francisco \| Cueto, Elías Computational Mechanics (2024). 10.1007/s00466-024-02508-x Cite \| Source
Multiscale Thermodynamics-Informed Neural Networks (MuTINN) towards fast and frugal inelastic computation of woven composite structures (journal article) El Fallaki Idrissi, M. \| Praud, F. \| Meraghni, F. \| Chinesta, F. \| Chatzigeorgiou, G. Journal of the Mechanics and Physics of Solids, volume 186 (2024). 10.1016/j.jmps.2024.105604 Cited by (3) \| Cite \| Source
Computational Sensing, Understanding, and Reasoning: An Artificial Intelligence Approach to Physics-Informed World Modeling (journal article) Moya, Beatriz \| Badías, Alberto \| González, David \| Chinesta, Francisco \| Cueto, Elias Archives of Computational Methods in Engineering, volume 31, issue 4, pages 1897-1914 (2024). 10.1007/s11831-023-10033-y Cited by (1) \| Cite \| Source
Optimal trajectory planning combining model-based and data-driven hybrid approaches (journal article) Ghnatios, Chady \| Di Lorenzo, Daniele \| Champaney, Victor \| Ammar, Amine \| Cueto, Elias \| Chinesta, Francisco Advanced Modeling and Simulation in Engineering Sciences, volume 11, issue 1 (2024). 10.1186/s40323-024-00266-2 Cited by (1) \| Cite \| Source
Thermodynamics-Informed Graph Neural Networks (journal article) Hernández, Quercus \| Badías, Alberto \| Chinesta, Francisco \| Cueto, Elías IEEE Transactions on Artificial Intelligence, volume 5, issue 3, pages 967-976 (2024). 10.1109/TAI.2022.3179681 Cited by (16) \| Cite \| Source
A new methodology for anisotropic yield surface description using model order reduction techniques and invariant neural network (journal article) Ghnatios, Chady \| Cazacu, Oana \| Revil-Baudard, Benoit \| Chinesta, Francisco Journal of the Mechanics and Physics of Solids, volume 184 (2024). 10.1016/j.jmps.2024.105542 Cited by (1) \| Cite \| Source
Assessing Sensor Integrity for Nuclear Waste Monitoring Using Graph Neural Networks (journal article) Hembert, Pierre \| Ghnatios, Chady \| Cotton, Julien \| Chinesta, Francisco Sensors, volume 24, issue 5, pages 1580- (2024). 10.3390/s24051580 Cite \| Source
A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings (journal article) Ghnatios, Chady \| Rodriguez, Sebastian \| Tomezyk, Jerome \| Dupuis, Yves \| Mouterde, Joel \| Da Silva, Joaquim \| Chinesta, Francisco Advanced Modeling and Simulation in Engineering Sciences, volume 11, issue 1 (2024). 10.1186/s40323-024-00258-2 Cited by (3) \| Cite \| Source
Data Augmentation for Regression Machine Learning Problems in High Dimensions (journal article) Guilhaumon, Clara \| Hascoët, Nicolas \| Chinesta, Francisco \| Lavarde, Marc \| Daim, Fatima Computation, volume 12, issue 2, pages 24- (2024). 10.3390/computation12020024 Cited by (2) \| Cite \| Source
Optimal velocity planning based on the solution of the Euler-Lagrange equations with a neural network based velocity regression (journal article) Ghnatios, Chady \| di Lorenzo, Daniele \| Champaney, Victor \| Cueto, Elías \| Chinesta, Francisco Discrete and Continuous Dynamical Systems - S, volume 17, issue 7, pages 2323-2333 (2024). 10.3934/dcdss.2023080 Cited by (4) \| Cite \| Source
Open-Loop Control System for High Precision Extrusion-Based Bioprinting Through Machine Learning Modeling (journal article) Arduengo, Javier \| Hascoet, Nicolas \| Chinesta, Francisco \| Hascoet, Jean-Yves Journal of Machine Engineering, volume 24, issue 1, pages 103-117 (2024). 10.36897/jme/186044 Cite \| Source
Simulation-Based Object Detector for Real-Time Defect Recognition on Industrial Infrastructures (conference) Mailhé, Clément \| Ammar, Amine \| Chinesta, Francisco 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) (2023) Nadi, Fiji 10.1109/CSDE59766.2023.10487653 Cite \| Source
NURBS-based shape parametrization enabling PGD-based space separability: Methodology and application (journal article) Kazemzadeh-Parsi, Mohammad-Javad \| Pasquale, Angelo \| Di Lorenzo, Daniele \| Champaney, Victor \| Ammar, Amine \| Chinesta, Francisco Finite Elements in Analysis and Design, volume 227 (2023). 10.1016/j.finel.2023.104022 Cited by (2) \| Cite \| Source
Thermodynamics of Learning Physical Phenomena (journal article) Cueto, Elias \| Chinesta, Francisco Archives of Computational Methods in Engineering, volume 30, issue 8, pages 4653-4666 (2023). 10.1007/s11831-023-09954-5 Cited by (6) \| Cite \| Source
Mechanical Characterization of Li-Ion Cells and the Calibration of Numerical Models Using Proper Generalized Decomposition (conference) Schmid, Alexander \| Pasquale, Angelo \| Ellersdorfer, Christian \| Raffler, Marco \| Champaney, Victor \| Ziane, Mustapha \| Chinesta, Francisco \| Feist, Florian ASME 2023 International Mechanical Engineering Congress and Exposition (2023) New Orleans, Louisiana, USA 10.1115/IMECE2023-113228 Cite \| Source
Prediction of cross-sectional features of SPR joints based on the punch force-displacement curve using machine learning (journal article) Ferrándiz, Borja \| Daoud, Monzer \| Kohout, Nicolas \| Chinesta, Francisco The International Journal of Advanced Manufacturing Technology, volume 128, issue 9-10, pages 4023-4034 (2023). 10.1007/s00170-023-12102-9 Cited by (1) \| Cite \| Source
Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems (journal article) Hernández, Quercus \| Badías, Alberto \| Chinesta, Francisco \| Cueto, Elías Computational Mechanics, volume 72, issue 3, pages 553-561 (2023). 10.1007/s00466-023-02296-w Cited by (6) \| Cite \| Source
A thermodynamics-informed active learning approach to perception and reasoning about fluids (journal article) Moya, Beatriz \| Badías, Alberto \| González, David \| Chinesta, Francisco \| Cueto, Elías Computational Mechanics, volume 72, issue 3, pages 577-591 (2023). 10.1007/s00466-023-02279-x Cited by (5) \| Cite \| Source
Data-Completion and Model Correction by Means of Evanescent Regularization (journal article) Ghnatios, Chady \| Jiang, Di \| Tourbier, Yves \| Cimetière, Alain \| Chinesta, Francisco Applied Sciences, volume 13, issue 17, pages 9616- (2023). 10.3390/app13179616 Cite \| Source
Application of PGD separation of space to create a reduced-order model of a lithium-ion cell structure (journal article) Schmid, Alexander \| Pasquale, Angelo \| Ellersdorfer, Christian \| Ziane, Mustapha \| Raffler, Marco \| Champaney, Victor \| Feist, Florian \| Chinesta, Francisco Frontiers in Materials, volume 10 (2023). 10.3389/fmats.2023.1212400 Cite \| Source