IRT Saint Exupéry • Technological Research Institute

Accelerating science, technology research & transfers to industry


631 documents

  • François Bachoc, Tommaso R Cesari, Sébastien Gerchinovitz. The sample complexity of level set approximation. AISTATS 2021, Apr 2021, virtual, United States. pp.424-432, ⟨10.48550/arXiv.2010.13405⟩. ⟨hal-02976018v2⟩
  • Florian Dupuy, Olivier Mestre, Mathieu Serrurier, Valentin Kivachuk Burdá, Michaël Zamo, et al.. ARPEGE Cloud Cover Forecast Postprocessing with Convolutional Neural Network. Weather and Forecasting, 2021, 36 (2), pp.567-586. ⟨10.1175/WAF-D-20-0093.1⟩. ⟨insu-03668380⟩
  • Franck Mamalet, Eric Jenn, Gregory Flandin, Hervé Delseny, Christophe Gabreau, et al.. White Paper Machine Learning in Certified Systems. [Research Report] IRT Saint Exupéry; ANITI. 2021. ⟨hal-03176080⟩
  • Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe. Overestimation learning with guarantees. AAAI-21, workshop on safeAI, Feb 2021, Valence (Virtual), Spain. ⟨hal-03118707⟩
  • Arnaud Cariou, A. Kedous-Lebouc, Christian Chillet, Laurent Albert, Teodor Wisniewski, et al.. New Investigations in Play Static Hysteresis Model for Increased Accuracy and Robustness. IEEE Transactions on Magnetics, 2021, ⟨10.1109/tmag.2020.3011605⟩. ⟨hal-03377494⟩
  • Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, et al.. River: machine learning for streaming data in Python. Journal of Machine Learning Research, 2021, 22, pp.1-8. ⟨10.48550/arXiv.2012.04740⟩. ⟨hal-04468415⟩
  • Nicolas Hili, Alexandre Albore, Julien Baclet. From Informal Sketches to Systems Engineering Models Using AI Plan Recognition. Systems Engineering and Artificial Intelligence, Springer International Publishing; Springer International Publishing, pp.451-469, 2021, 978-3-030-77282-6. ⟨10.1007/978-3-030-77283-3_22⟩. ⟨hal-03268460⟩
  • Rachel Honnert, Valéry Masson, Christine Lac, Tim Nagel. A Theoretical Analysis of Mixing Length for Atmospheric Models From Micro to Large Scales. Frontiers in Earth Science, 2021, 8, pp.582056. ⟨10.3389/feart.2020.582056⟩. ⟨meteo-03357801⟩
  • Joao Felício Dos Reis, Olivier P Le Maître, Pietro M Congedo, Paul Mycek. Stochastic Preconditioning of Domain Decomposition Methods for Elliptic Equations with Random Coefficients. Computer Methods in Applied Mechanics and Engineering, 2021, 381, pp.113845. ⟨10.1016/j.cma.2021.113845⟩. ⟨hal-03201297⟩
  • Lucie Brès, Nicolas Gherardi, Nicolas Naudé, Bertrand Rives. Experimental investigations of a remote atmospheric pressure plasma by electrical diagnostics and related effects on polymer composite surfaces. European Physical Journal: Applied Physics, 2021, 95 (3), pp.30801. ⟨10.1051/epjap/2021210110⟩. ⟨hal-03334519⟩

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