Emmanuel G. 🧮

Emmanuel G.

(he/him)

Researcher in Mathematics and Applications

Sorbonne Université

Laboratoire de Probabilités, Statistique et Modélisation (LPSM)

4 Place Jussieu, Paris, 75005

Couloir 16-26 Bureau 201

Professional Summary

Hi, welcome to my website! I am a Research Scientist in Mathematics working on stochastic analysis, optimal control, diffusion models, and statistics, with applications to mathematical finance and machine learning. Prior to this, I studied at École Polytechnique, where I earned an engineering degree with a major in mathematics. I also obtained a Master’s degree in Probability and Finance from IP Paris, jointly with Sorbonne Université, graduating with highest honors (mention Très Bien) and received a bachelor’s degree in Philosophy from Université Paris Nanterre.

Education

Doctor of Philosophy(PhD) in Mathematics

2024

Ecole Doctorale Sciences Mathematiques de Paris Centre

Master of Science in Mathematics

2023
2024

Sorbonne Université and Ecole Polytechnique

Diploma of Ecole Polytechnique

2020
2024

Ecole Polytechnique (l'X)

Research Interests

Stochastic Analysis Optimal Control Statistics Mathematical Finance Probabilistic and Statistical Machine Learning Continuous Control and Reinforcement Learning
Awards
First Prize – 2025 Best European Master’s Thesis in Quantitative Finance
Natixis Foundation for Research and Innovation ∙ 2025
First Prize for the 2025 edition of the best European master’s thesis in Mathematical Finance: Award granted for an outstanding master’s thesis.
Research
I am particularly interested in the interaction between stochastic modeling, optimal control, and data-driven methods, including reinforcement learning and probabilistic machine learning.
Selected Publications
Talks

Selected Recent & Upcoming Talks

29 June -3 July 2026 13th World Congress of the Bachelier Finance Society — University of Bologna, Bologna, Italy. On a Stationarity Theory for Stochastic Volterra Integral …