DATAFLOT

Showing results 1 to 12 of 250 in total

DATAFLOT : 1 to 12 of 250 in total

  • 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⟩

    DATAFLOT

    Year of publication

    Available in free access

    HAL publication

  • Thèse

    Remy Hosseinkhan-Boucher. On Learning-Based Control of Dynamical Systems. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG029⟩. ⟨tel-05061303⟩

    DATAFLOT

    Year of publication

    Available in free access

    HAL publication

  • 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⟩

    DATAFLOT

    Year of publication

    Available in free access

    HAL publication

  • 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

    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⟩

    DATAFLOT

    Year of publication

    Available in free access

    HAL publication

  • 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

    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

    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

    Available in free access

    HAL publication

  • Communication dans un congrès

    Jai Kumar, Anne Sergent, Francesca Chillà, Julien Salort, Didier Lucor. Bridging Experimental shadowgraphs and DNS in Turbulent Convection Using physically-informed U-Net. Joint event Euromech Colloquium on Data-Driven Fluid Dynamics/2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics, Apr 2025, London, United Kingdom. ⟨hal-04924440⟩

    COMET, DATAFLOT

    Year of publication

    Available in free access

    HAL publication