• 
  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. 2024. ⟨hal-04440076v3⟩
• 
  Danilo Carastan-Santos, Georges da Costa, Igor Fontana de Nardin, Millian Poquet, Krzysztof Rzadca, et al.. Scheduling with lightweight predictions in power-constrained HPC platforms. 2024. ⟨hal-04747713⟩
• 
  Raphaël Carpintero Perez, Sébastien da Veiga, Josselin Garnier, Brian Staber. Learning signals defined on graphs with optimal transport and Gaussian process regression. 2024. ⟨hal-04740924⟩
• 
  Marc Baboulin, Simplice Donfack, Oguz Kaya, Theo Mary, Matthieu Robeyns. Mixed precision randomized low-rank approximation with GPU tensor cores. Euro-Par 2024: Parallel Processing, Aug 2024, Madrid, Spain. pp.31-44, ⟨10.1007/978-3-031-69583-4_3⟩. ⟨hal-04520893v3⟩
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  Thomas Saigre, Christophe Prud'Homme, Marcela Szopos. Model order reduction and sensitivity analysis for complex heat transfer simulations inside the human eyeball. International Journal for Numerical Methods in Biomedical Engineering, 2024, pp.e3864. ⟨10.1002/cnm.3864⟩. ⟨hal-04361954v2⟩
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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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  Amaury Bélières--Frendo, Emmanuel Franck, Victor Michel-Dansac, Yannick Privat. Volume-Preserving Geometric Shape Optimization of the Dirichlet Energy Using Variational Neural Networks. 2024. ⟨hal-04663197v2⟩
• 
  Alexis Bandet, Francieli Boito, Guillaume Pallez. Prediction and Interpretability of HPC I/O Resources Usage with Machine Learning. 2024. ⟨hal-04698511⟩
• 
  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⟩
• 
  Théo Mary, Mantas Mikaitis. Error analysis of matrix multiplication with narrow range floating-point arithmetic. 2024. ⟨hal-04671474⟩
• 
  Théo Beuzeville, Alfredo Buttari, Serge Gratton, Theo Mary. Deterministic and probabilistic backward error analysis of neural networks in floating-point arithmetic. 2024. ⟨hal-04663142⟩
• 
  Christophe Prud'Homme, Vincent Chabannes, Luca Berti, Maryam Maslek, Philippe Pincon, et al.. Ktirio Urban Building: A Computational Framework for City Energy Simulations Enhanced by CI/CD Innovations on EuroHPC Systems. 2024. ⟨hal-04590586⟩
• 
  Christophe Prud'Homme, Yvon Maday, Hassan Ballout. Nonlinear compressive reduced basis approximation for multi-parameter elliptic problem. 2024. ⟨hal-04628481⟩
• 
  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⟩
• 
  Alexis Bandet, Francieli Zanon Boito, Guillaume Pallez. Allocation and Placement Algorithms for Scheduling Distributed I/O Resources in HPC Systems. RR-9549, Inria Bordeaux; Inria Rennes. 2024, pp.1-27. ⟨hal-04593977⟩
• 
  Théo Mary. Error analysis of the Gram low-rank approximation (and why it is not as unstable as one may think). 2024. ⟨hal-04554516⟩
• 
  Alfredo Buttari, Nicholas J Higham, Théo Mary, Bastien Vieublé. A modular framework for the backward error analysis of GMRES. 2024. ⟨hal-04525918⟩
• 
  Raphaël Carpintero Perez, Sébastien da Veiga, Josselin Garnier, Brian Staber. Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels. 2024. ⟨hal-04440186v2⟩
• 
  Alfredo Buttari, Théo Mary, André Pacteau. Truncated QR factorization with pivoting in mixed precision. 2024. ⟨hal-04490215⟩

19