Research
Research
Publications
A. Autran, D. Munteanu, and J.-L. Autran, Multi-Dimensional Charge Diffusion–Collection Model in Semiconductor Devices Subjected to Single Ionizing Particles, Applied Sciences, vol. 16, no. 11, Art. no. 5551, 2026.
Research Experiences
Machine Learning Researcher (Upcoming).
Topic: Analyzing density in high dimensions using local unimodality.
Supervised by Argyris Kalogeratos at the ENS Paris-Saclay, France.
MSc Year 1 Research Internship, May–August 2026 (Ongoing).
Title: Thermochromic modeling of the emissivity of oxide nanocomposites.
Supervised by Nguyen Ngoc Duy and Amaury Baret at the University of Liège, Belgium.
Machine Learning Project, May 2026.
Title: Cardiovascular Disease Prediction Using Statistical Learning Methods and Neural Networks.
Study carried out as part of the MSc course Statistical Learning (prof. Myriam Maumy).
Reasearch Internship, April–May 2026.
Title: Numerical simulation and optimal control of spatial Lotka–Volterra systems.
Supervised by Martin Gander and Bastien Chaudet-Dumas at the University of Geneva, Switzerland.
Machine Learning Project, April 2026.
Title: Air Pollution Prediction from Environmental Data.
Study carried out as part of the MSc course Statistical Learning (prof. Myriam Maumy).
Statistical Reading Group, January 2026.
Title: Apprentissage statistique supervisé : prédiction par minimisation du risque empirique.
Supervised by Magalie Fromont at ENS of Rennes, France.
MSc Year 2 Research Seminar, November–December 2025.
Title: Méthode de Stein et processus ponctuels.
Supervised by Jean-Christophe Breton at the University of Rennes, France.
Presentation available at this link.
Algebra Reading Group, October–November 2025.
Title: Théorie de l'élimination et extension.
Supervised by Jade Nardi at ENS of Rennes, France.
BSc Year 3 Research Internship, June–August 2025.
Title: Cryptographie post-quantique basée sur les réseaux euclidiens.
Supervised by Pierre–Alain Fouque and Aurore Guillevic at Inria, France.
Presentation available at this link.
Research Internship, May–June 2025.
Title: Comptage algébrique des racines réelles des polynômes.
Supervised by Marie-Françoise Roy at the University of Rennes, France.
Presentation available at this link.
Directed Research Reading, February–March 2025.
Title: Géométrie des nombres.
Supervised by Juliette Bavard at the University of Rennes, France.
Presentation available at this link.
BSc Year 2 Research Internship, February–March 2024.
Title: Étude topologique des groupes de matrices.
Supervised by Françoise Dal’Bo and Jérémy Bettinger at the University of Rennes, France.
BSc Year 1 Research Internship, May–June 2023.
Title: Introduction à la géométrie hyperbolique et aux groupes Fuchsiens.
Supervised by Frank Loray at the University of Rennes, France.
Presentation available at this link.