Showing results 1 to 12 of 251 in total
DATAFLOT : 1 to 12 of 251 in total
Mécanique des Fluides - Énergétique
DATAFLOT
Pré-publication, Document de travail
Edgar Jaber, Emmanuel Remy, Vincent Chabridon, Mathilde Mougeot, Didier Lucor. Fusion of heterogeneous data for robust degradation prognostics. 2025. ⟨hal-05091317⟩
Mécanique des Fluides - Énergétique
DATAFLOT
Mécanique des Fluides - Énergétique
DATAFLOT
Thèse
Remy Hosseinkhan-Boucher. On Learning-Based Control of Dynamical Systems. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG029⟩. ⟨tel-05061303⟩
Mécanique des Fluides - Énergétique
DATAFLOT
Thèse
Michele Quattromini. Graph Neural Networks for fluid mechanics : data-assimilation and optimization. Machine Learning [cs.LG]. Université Paris-Saclay; Politecnico di Bari, 2024. English. ⟨NNT : 2024UPAST161⟩. ⟨tel-04964013⟩
Thèse
Thibault Monsel. Deep Learning for Partially Observed Dynamical Systems. Discrete Mathematics [cs.DM]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG113⟩. ⟨tel-04952358⟩
AO, AO, DATAFLOT, DATAFLOT
Year of publication
2024
Available in free access
HAL publication
Article dans une revue
Yohann Duguet. Intermittency in Transitional Shear Flows. Entropy, 2021, 23 (3), pp.280. ⟨10.3390/e23030280⟩. ⟨hal-04938938⟩
Thèse
Nemo Malhomme. Statistical learning for climate models. Machine Learning [stat.ML]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPAST165⟩. ⟨tel-04939186⟩
DATAFLOT, DATAFLOT
Year of publication
2024
Available in free access
HAL publication
Communication dans un congrès
Soufiane Mrini, Anne Sergent, Francesca Chillà, Julien Salort, Didier Lucor. Addressing turbulent convection experimental data challenges in
PINNs with appropriate physical sampling. Joint event Euromech Colloquium on Data-Driven Fluid Dynamics/2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics, Apr 2025, London, United Kingdom. ⟨hal-04924450⟩
COMET, DATAFLOT
Year of publication
2025
Available in free access
HAL publication
Communication dans un congrès
Marie-Christine Volk, Didier Lucor, Anne Sergent, Michael Mommert, Christian Bauer, et al.. A PINN Methodology for Temperature Field Inference in the PIV Measurement Plane: Case of Rayleigh-Bénard Convection. Joint event Euromech Colloquium on Data-Driven Fluid Dynamics/2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics, Apr 2025, London, United Kingdom. ⟨hal-04924426⟩
COMET, DATAFLOT
Year of publication
2025
Available in free access
HAL publication