Author

Vincent Souveton

Observed name: Souveton, Vincent

Institutions: Commissariat à l'Énergie Atomique et aux Énergies Alternatives, CEA DAM Île-de-France

Observed institutions: Centre National de la Recherche Scientifique, Université Clermont Auvergne, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, CEA DAM Île-de-France, Laboratoire de Mathématiques Blaise Pascal

OpenAlex ID: A5034814278

Hamiltonian Normalizing Flows as kinetic PDE solvers: application to the 1D Vlasov-Poisson Equations

2025 · Souveton, Vincent, Terrana, Sébastien · arXiv (Cornell University) · 1

Riemannian Neural Hamiltonian Flows: From Interpretable Potentials to Exact Surrogate Sampling

2026 · Souveton, Vincent · arXiv (Cornell University)

Statistically-informed surrogate models combining linear dimension reduction and neural networks for blast wave propagation

2026 · Pierre Sochala, Vincent Souveton, et al. · Journal of Computational Science

Conformalized Ensemble of Probabilistic Neural Networks for Blast Wave Propagation

2026 · Vincent Souveton, Pierre Sochala, et al. · Journal of Machine Learning for Modeling and Computing

Non-reversible and generative sampling algorithms. Application to the inference of cosmological parameters

2024 · Vincent Souveton · theses.fr (ABES)

Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity

2023 · Souveton, Vincent, Guillin, Arnaud, et al. · arXiv (Cornell University)

Works count: 6

Citation count: 1

H-index: 1

I10-index: