Hello! I am Noé Fellmann. I recently completed my PhD in applied mathematics at Ecole Centrale de Lyon and IFP Energies nouvelles. My work was to use sensitivity analysis methods to simplify robust optimization problems. I was supervised by Céline Helbert, Christophette Blanchet from ECL and Adrien Spagnol, Delphine Sinoquet from IFPEN. My thesis was part of the consortium CIROQUO.
- Sensitivity analysis for Bayesian optimization with uncertainties. Sensitivity analysis of random sets, Theses.fr,
- 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).
- Formation code CIROQUO, IFP Energies Nouvelles, Rueil-Malmaison (France). Part 1: SA of sets, Part 2: SA in BO
January 2025 - July 2025
- High school Teacher (2nd, 1ère, Terminale)
December 2021 - November 2024
- Tutorials in Applied Analysis (L3)
- Tutorials in Statistics (L3)
- Tutorials in Probability theory (L3)
- Tutorials in Statistical engineering (M2)
- Tutorials in Stochastic differential equations and probabilistic numerical methods (M2)
September 2021 - June 2022
2025 - 2026
Ecole Normale Supérieure de Lyon
1 year formation to obtain the "Agrégation de mathématiques".
Special External Aggregation in Mathematics, Probability and statistics option, ranked 1st
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.
2018 - 2021
Ecole Centrale de Lyon
3 years formation on multiple engineering fields. Specialization in applied mathematics.
Three months research internship with Matthias Heil (University of Manchester). Optimization of a finite elements code.
Six months research internship on Sensitivity analysis for optimization with Céline Helbert (ECL) and Christophette Blanchet (ECL).
One month internship at La Poste
2020 - 2021
University Claude Bernard Lyon 1
Research master in applied mathematics: Statistics, probability, maths for biology and medicin, Machine learning.
Research project on functional quantization
Six months research internship on Sensitivity analysis for optimization with Céline Helbert (ECL) and Christophette Blanchet (ECL).
2016 - 2018
Lycée Saint-Louis, MPSI-MP*
2 years formation mostly in Mathematics and Physics.