Curriculum vitae
CV
My path since the Master’s degree. A full CV is available on request.
2026 – now
Starting Research Position Position
Inria, Atlantis team, Université Côte d’Azur
- Neural operators for Maxwell’s equations.
2024 – 2026
Postdoctoral researcher Position
CEA (French Alternative Energies and Atomic Energy Commission)
- Machine learning for fast computation of blast waves and simulation of complex systems.
- Probabilistic models, dimension reduction, uncertainty quantification, neural ODEs.
- Datasets and CFD simulations on an HPC cluster.
- Created and organised the lab’s seminar for PhD students and postdocs.
2021 – 2024
PhD in Applied Mathematics Education
Laboratoire de Mathématiques Blaise Pascal, Université Clermont Auvergne
- Thesis: Non-reversible and generative sampling algorithms. Application to the inference of cosmological parameters.
- Member of the Aquila consortium.
- Tutorials for first-year science students (see Teaching).
- Elected PhD representative at the Doctoral School (2022–2023); organised the lab’s PhD and postdoc seminar for two years.
Jan – Jun 2021
Master's research internship Research
Université Clermont Auvergne
- Applied mathematics and cosmology: convexity analysis of a sampling problem. Mathematical aspects in statistical inference of initial cosmological parameters through forward modeling.
2019 – 2021
MSc in Mathematics Education
Université Clermont Auvergne
- Fundamental and applied mathematics, specialisation in partial differential equations.
- First-year thesis: Holomorphic functions on the disk and Aleksandrov–Clark measures.
Selected talks
- Mar 2026Conformalized ensemble of neural networks for blast wave propagation. SIAM UQ, Minneapolis
- Oct 2025Hamiltonian normalizing flows as kinetic equation solvers. ECAI workshop, Bologna
- May 2024Fixed-kinetic NHF for enhanced interpretability and reduced complexity. AISTATS poster, Valencia
- Sep 2023Sampling with Neural Hamiltonian Flows. Institut Pascal workshop, Paris area
- Nov 2021Inferring the initial conditions of the Universe. Oskar Klein Centre, Stockholm
Outreach
- Apr 2024"Moteur de recherche", Radio Campus Clermont-Ferrand: my PhD research on air.
- Nov 2023Algorithms for inferring the initial conditions of the Universe. Le Puy de la Recherche, public colloquium
Skills
- Code
- Python, PyTorch, Julia, LaTeX
- Languages
- French (native), English (professional), Spanish (basic)