Senior Research Scientist at ONERA, Optics and Associated Techniques Department (DOTA), Physical modelling of the optronic scene unit (MPSO) - coordinator of Environment and signatures for optronic sensors scientific topic
Member of LMA2S (Laboratoire de Mathématiques Appliquées à l'Aéronautique et au Spatial) & AILab (Artificial Intelligence Laboratory)
ONERA DOTA
6, Chemin de la Vauve aux Granges - 91123 PALAISEAU
E-mail : sidonie(dot)lefebvre(at)onera(dot)fr LinkedIn
Research topics
Uncertainty Quantification, Sensitivity analysis, Machine/Deep Learning, Optimisation, Anomaly Detection
Short CV
2018-.. Senior Research Scientist at ONERA, Optics and Associated Techniques Department
2007-2017 Research Scientist at ONERA, Optics and Associated Techniques Department
2003-2006 PhD " Etude expérimentale et simulation numérique du comportement mécanique de structures sub-micrométriques de cuivre : application aux interconnexions de cuivre dans les circuits intégrés - CIFRE Altis Semiconductor / ECP - advisor: L. Kubin
2000-2002 Master degree EDP and scientific calcul at Orsay University
1999-2000 Bachelor degree in Mathematics at Orsay University
1996 - 2ème prix en "Version Grecque" au Concours Général
Publications list
See Google Scholar or Researchgate
I also contribute to early-ML - A Python step-by-step primer for Machine Learning and Optimization github
Committees
Coordinator, with J. Bect, of UQSay seminar- UQ, DACE and related topics @ Paris Saclay
Member of RT-UQ steering committee
Member of OpenTURNS (An Open source initiative for the Treatment of Uncertainties, Risks'N Statistics) steering committee
Member of GIS LARTISSTE scientific committee (UQ @Paris-Saclay)
Students supervision
I am currently co-advisor of two PhD students:
Alina Ciocarlan (2021-...) Small target detection by deep learning - co-advisor with Sylvie Le Hégarat Mascle - OPTRO 2024 best student paper
Sélim Olivier (2023-...) Deep generative networks for cloud fields synthesis - co-advisor with Yann Gousseau
