DATAFLOT

Showing results 1 to 12 of 250 in total

DATAFLOT : 1 to 12 of 250 in total

  • Thèse

    Jiayi Cai. Turbulence modeling using machine learning driven by direct numerical simulations. Fluid mechanics [physics.class-ph]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPAST171⟩. ⟨tel-05215057⟩

    DATAFLOT

    Year of publication

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  • Article dans une revue

    Edgar Jaber, Vincent Blot, Nicolas Brunel, Vincent Chabridon, Emmauel Remy, et al.. Conformal Approach to Gaussian Process Surrogate Evaluation with Coverage Guarantees. Journal of Machine Learning for Modeling and Computing, 2025, 6 (3), pp.37-68. ⟨10.1615/JMachLearnModelComput.2025054687⟩. ⟨hal-05161190⟩

    AO, DATAFLOT

    Year of publication

    HAL publication

  • Communication dans un congrès

    Sami Tliba, Luca Greco, Mohamed Yazid Rizi, Luc Pastur, François Lusseyran, et al.. Identification of a plasma actuated open-cavity under flow control. 2025 Joint IFAC Conference SSSC, TDS, COSY, CentraleSupélec, Jun 2025, Gif-sur-Yvette, France. ⟨hal-05148991⟩

    DATAFLOT

    Year of publication

    HAL publication

  • 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

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  • 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

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  • 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

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  • 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

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  • 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

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  • 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