Hello! I am Noé Fellmann. 3rd year PhD student in applied mathematics at Ecole Centrale de Lyon and IFP Energies nouvelles. My work is to use sensitivity analysis methods to simplify robust optimization problems. I'm supervised by Céline Helbert, Christophette Blanchet from ECL and Adrien Spagnol, Delphine Sinoquet from IFPEN. My thesis is part of the consortium CIROQUO.
- Kernel-based Sensitivity Analysis for (Excursion) Sets, Technometrics, HAL, arXiv,
- Preprint: Sensitivity analysis for sets : application to pollutant concentration maps, HAL, arXiv,
- MASCOT-NUM2024, Giens (Hyères), Talk :Kernel-based Sensitivity Analysis of set-valued models. Application to pollutant concentration maps SA.
- SIAMUQ24, Trieste (Italie), Talk in the mini-symposium Global Sensitivity Analysis and Feature Importance.
- MASCOT-NUM2023, Le Croisic, Poster.
- UNCECOMP 2023, Athens (Greece), Talk in the mini-symposium Surrogate modelling and data-driven approaches for uncertainty quantification.
- Rencontres MEXICO 2022, INRAE Cestas Bordeaux (France).
- Rencontres CIROQUO, INRIA Grenoble (France).
- ETICS 2022, Corse (France).
- Rencontres CIROQUO, BRGM, Orléans (France).
- LIKE23, University of Bern (Switzerland). ,
- Rencontres CIROQUO, INRIA Saclay (France).
- Rencontres MEXICO 2023, INRAE AgroParisTech, Palaiseau (France).
December 2021 - November 2024
PhD student in applied mathematics in statistics and probability fields, under the supervision of Céline Helbert (ECL), Christophette Blanchet (ECL), Adrien Spagnol (IFPEN) and Delphine Sinoquet (IFPEN). The aim of the thesis is to study and to develop sensitivity analysis methods adapted to optimization under constraints of an expensive black-box model in presence of uncertainties.
December 2021 - November 2024
- Tutorials in Applied Analysis (L3)
- Tutorials in Statistics (L3)
- Tutorials in Statistical engineering (M2)
Mai 2021 - September 2021
Research internship on Sensitivity analysis for optimization with Céline Helbert (ECL) and Christophette Blanchet (ECL).
Mai 2020- July 2020
Research intership with Matthias Heil (University of Manchester). Optimization of a finite elements code.
2018 - 2021
Ecole Centrale de Lyon
3 years formation on multiple engineering fields. Specialization in applied mathematics.
2020 - 2021
University Claude Bernard Lyon 1
Research master in applied mathematics: Statistics, probability, maths for biology and medicin, Machine learning.
2016 - 2018
Lycée Saint-Louis, MPSI-MP*
2 years formation mostly in Mathematics and Physics.