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Toutes les publications avec fichier consultable
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Jad Yehya, Mansour Benbakoura, Cédric Allain, Benoît Malezieux, Matthieu Kowalski, et al.. RoseCDL: Robust and scalable convolutional dictionary learning for rare-event detection. Conference on Artificial Intelligence and Statistics (AISTATS), Society for Artificial Intelligence and Statistics, May 2026, Tanger, Morocco. ⟨10.48550/arXiv.2509.07523⟩. ⟨hal-05250429⟩
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Thomas Saigre, Vincent Chabannes, Christophe Prud'Homme, Marcela Szopos. Mathematical modeling and simulation of coupled aqueous humor flow and temperature distribution in a realistic 3D human eye geometry. International Journal for Numerical Methods in Biomedical Engineering, 2026, 42 (1), pp.e70132. ⟨10.1002/cnm.70132⟩. ⟨hal-04918559v3⟩
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Arthur Jaquard, Gabriel Antoniu, Laurent Colombet, Silvina Caino-Lores, Julien Bigot. Enabling Efficient Runtime Data Analysis to a Crystal Deformation Simulation. SC 2025 - International Conference for High Performance Computing, Networking, Storage, and Analysis, Nov 2025, Saint Louis, MO, USA, United States. 2025. ⟨hal-05465846⟩
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Atte Torri, Przemysław Dominikowski, Brice Pointal, Oguz Kaya, Laércio Lima Pilla, et al.. Near-Optimal Contraction Strategies for the Scalar Product in the Tensor-Train Format. Euro-Par 2025 - 31 International European Conference on Parallel and Distributed Computing, Aug 2025, Dresden, Germany. pp.63-77, ⟨10.1007/978-3-031-99872-0_5⟩. ⟨hal-05285400⟩
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Victorita Dolean, Daria Hrebenshchykova, Stéphane Lanteri, Victor Michel-Dansac. Neural network-driven domain decomposition for efficient solutions to the Helmholtz equation. DD 2025 - XXIX International Conference on Domain Decomposition Methods in Science and Engineering, Jun 2025, Milano, Italy. ⟨hal-05373220v2⟩
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Nathalie Furmento, Abdou Guermouche, Gwenolé Lucas, Thomas Morin, Samuel Thibault, et al.. Optimizing Parallel Heterogeneous System Efficiency: Dynamic Task Graph Adaptation with Recursive Tasks. Journal of Parallel and Distributed Computing, 2025, 205, pp.105157. ⟨10.1016/j.jpdc.2025.105157⟩. ⟨hal-05199066⟩
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Przemysław Dominikowski, Atte Torri, Brice Pointal, Oguz Kaya, Laercio Lima Pilla, et al.. Exploring Near-Optimal Contraction Strategies for the Scalar Product in the Tensor-Train Format. IEEE. IPDPS 2025 - 39th IEEE International Parallel & Distributed Processing Symposium, Jun 2025, Milan, Italy. 2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), pp.1274-1276, ⟨10.1109/IPDPSW66978.2025.00210⟩. ⟨hal-05304665⟩
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Thomas Saigre, Vincent Chabannes, Giovanna Guidoboni, Christophe Prud'Homme, Marcela Szopos, et al.. Effect of Cooling of the Ocular Surface on Endothelial Cell Sedimentation in Cell Injection Therapy: Insights from Computational Fluid Dynamics. ARVO 2025, May 2025, Salt Lake City, United States. ⟨hal-05072761⟩
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Joubine Aghili, Romain Hild, Victor Michel-Dansac, Vincent Vigon, Emmanuel Franck. Accelerating the convergence of Newton's method for nonlinear elliptic PDEs using Fourier neural operators. Communications in Nonlinear Science and Numerical Simulation, 2025, 140 (2), pp.108434. ⟨10.1016/j.cnsns.2024.108434⟩. ⟨hal-04440076v4⟩
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Sofya Dymchenko, Abhishek Purandare, Bruno Raffin. MelissaDL x Breed: Towards Data-Efficient On-line Supervised Training of Multi-parametric Surrogates with Active Learning. AI4S 2024 - 5th Workshop on artificial intelligence and machine learning for scientific applications, Nov 2024, Atlanta (Georgia), United States. pp.1-9. ⟨hal-04712480⟩
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Alexis Bandet, Francieli Boito, Guillaume Pallez. Scheduling distributed I/O resources in HPC systems. 30th International European Conference on Parallel and Distributed Computing 26 - 30 August 2024 Madrid, Spain 30th International European Conference on Parallel and Distributed Computing, Aug 2024, Madrid, Spain. ⟨hal-04394004v2⟩
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Danilo Carastan-Santos, Georges da Costa, Millian Poquet, Patricia Stolf, Denis Trystram. Light-weight prediction for improving energy consumption in HPC platforms. Euro-Par 2024, Carretero, J., Shende, S., Garcia-Blas, J., Brandic, I., Olcoz, K., Schreiber, M., Aug 2024, Madrid, Spain. pp.152-165, ⟨10.1007/978-3-031-69577-3_11⟩. ⟨hal-04566184v2⟩
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Nathalie Furmento, Abdou Guermouche, Gwenolé Lucas, Thomas Morin, Samuel Thibault, et al.. Optimizing Parallel System Efficiency: Dynamic Task Graph Adaptation with Recursive Tasks. WAMTA 2024 - Workshop on Asynchronous Many-Task Systems and Applications 2024, Feb 2024, Knoxville, United States. ⟨10.2139/ssrn.5224517⟩. ⟨hal-04548787⟩
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