IRT Saint Exupéry • Technological Research Institute

Accelerating science, technology research & transfers to industry


733 documents

  • Louis Béthune, Thomas Massena, Thibaut Boissin, Yannick Prudent, Corentin Friedrich, et al.. DP-SGD Without Clipping: The Lipschitz Neural Network Way. ICLR 2024 - 12th International Conference on Learning Representations, May 2024, Vienna (Austria), Austria. ⟨hal-04610647⟩
  • Sai Sreeniva Penkulinti, Matthieu Bonneric, Nicolas Saintier, Benoit Verquin, Fabien Lefebvre, et al.. Numerical investigation of the influence of defects on the multiaxial fatigue strength of additively manufactured alloys. Procedia Structural Integrity, 2024, 57, pp.824-832. ⟨10.1016/j.prostr.2024.03.089⟩. ⟨hal-04591659⟩
  • David Bertoin, Emmanuel Rachelson. Disentanglement by Cyclic Reconstruction. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35 (5), pp. 6693 - 6702. ⟨10.1109/TNNLS.2022.3212620⟩. ⟨hal-03501330v2⟩
  • Paul Novello, Joseba Dalmau, Léo Andeol. Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?). 2024. ⟨hal-04559119⟩
  • Houda Friaa, Alexandrine Gracia, Helene Fremont, Laure Rocheron, Raphael Riva. Comparative study of lead-free alloys submitted to thermomechanical ageing. International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE) 2024, Apr 2024, Catania, Italy. ⟨10.1109/EuroSimE60745.2024.10491424⟩. ⟨hal-05100833⟩
  • Joao Oliveira, Regis Meuret, Fabio Coccetti, Roman Boldyrjew-Mast, Clemens Herrmann, et al.. Mission-Profile-Related Evaluation of the Threshold-Voltage Stability of SiC MOSFETs. 13th International Conference on Integrated Power Electronics Systems, CIPS 2024, Mar 2024, Dusseldorf, Germany. pp.Pages 467 - 475. ⟨hal-04974583⟩
  • Aymeric Millan, David Lugato, Paul Novello. Challenges and Solutions for Integrating Neural Networks in Multiphysics CFD Simulations. 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), 2024, ⟨10.1109/CSCE60160.2023.00101⟩. ⟨hal-04500792⟩
  • Afef Awadid, Boris Robert, Benoît Langlois. MBSE to Support Engineering of Trustworthy AI-Based Critical Systems. 12th International Conference on Model-Based Software and Systems Engineering, Feb 2024, Rome, Italy. ⟨hal-04400702⟩
  • Armand Foucault, Franck Mamalet, François Malgouyres. On Orthogonal Recurrent Neural Networks Quantization. Progress in Artificial Intelligence, In press. ⟨hal-04434011v3⟩
  • Paul Novello, Gaël Poëtte, David Lugato, Simon Peluchon, Pietro Marco Congedo. Accelerating hypersonic reentry simulations using deep learning-based hybridization (with guarantees). Journal of Computational Physics, 2024, 498, pp.112700. ⟨10.1016/j.jcp.2023.112700⟩. ⟨hal-04323551v2⟩

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