Publications

605 documents

Marie Guerder, Robin Bouclier, Jean-Charles Passieux, Jean-Noël Périé, Ludovic Barrière. Optimising test sequences for robust material identification using a data assimilation approach. PhotoMechanics 2024 – International DIC Society 2024 Conference, Oct 2024, Clermont-Ferrand, France. ⟨hal-04928428⟩
Afef Awadid, Kevin Mantissa, Xavier Leroux, Boris Robert. A Methodological Framework for Supporting the Operational Analysis of ML-Based Systems. 31st International Conference on Systems Engineering (ICSEng), Oct 2024, Warsaw (Poland), Poland. ⟨hal-04682052⟩
Afef Awadid, Boris Robert, Dominique Tachet, Check Koutame, Juliette Mattioli. Towards Engineering Processes to Guide the Development of Trustworthy ML Systems. The IEEE International Symposium on Systems Engineering (ISSE 2024), Oct 2024, Perugia, Italy. ⟨hal-04682750⟩
Ahmad Berjaoui, Louis Roussel, Eduardo Hugo Sanchez, Elizabeth Cohen-Jonathan Moyal. Uncovering the Genetic Basis of Glioblastoma Heterogeneity through Multimodal Analysis of Whole Slide Images and RNA Sequencing Data. 2024. ⟨hal-04746042v2⟩
Étienne de Montbrun, Sébastien Gerchinovitz. Certified Multi-Fidelity Zeroth-Order Optimization. SIAM/ASA Journal on Uncertainty Quantification, 2024, 12 (4), pp.1135-1164. ⟨10.1137/23M1591086⟩. ⟨hal-04174484v2⟩
Lucas Robinet, Ahmad Berjaoui, Ziad Kheil, Elizabeth Cohen-Jonathan Moyal. DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare Data. Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, Oct 2024, Marakech, Morocco. pp.163-173, ⟨10.1007/978-3-031-72384-1_16⟩. ⟨hal-04845950⟩
A. Le Duigou, M. Grabow, F. Scarpa, J. Deschamps, C. Combescure, et al.. Bioinspired 4D Printed Tubular/Helicoidal Shape Changing Metacomposites for Programmable Structural Morphing. Advanced Materials Technologies, 2024, 10 (2), ⟨10.1002/admt.202400237⟩. ⟨hal-04835060⟩
Juliette Mattioli, Dominique Tachet, Fabien Tschirhart, Henri Sohier, Loic Cantat, et al.. Leveraging Knowledge Graph to design the Machine-Learning Engineering Body-of-Knowledge. IEEE International Conference on Artificial Intelligence x Science, Engineering, and Technology (AIxSET), Sep 2024, Laguna hills, United States. ⟨hal-04706669⟩
Afef Awadid, Boris Robert. On assessing Ml model robustness: A methodological framework. Symposium on Scaling AI Assessments Tools, Ecosystems and Business Models (SAIA), Sep 2024, Cologne, Germany. ⟨hal-04682746⟩
Ian Costa-Alves, Nicolas Gourdain, François Gallard, Anne Gazaix. Optimal aircraft fleet and energy mix under limited availability of resources. 26th Conference of the International Society for Air Breathing Engines, International Society for Air Breathing Engines (ISABE), Sep 2024, Toulouse, France. ⟨hal-04735803⟩

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