27 citations · 28 across the 3 of their papers we have counts for
3 papers
cs.LG2025★ 1 cited
Autoregressive regularized score-based diffusion models for multi-scenarios fluid flow prediction
Wilfried Genuist, Éric Savin, Filippo Gatti +1
Building on recent advances in scientific machine learning and generative modeling for computational fluid dynamics, we propose a conditional score-based diffusion model designed f…
math-ph2023
Wigner measures of electromagnetic waves in heterogeneous bianisotropic media
Jean-Luc Akian, Éric Savin
We study the propagation of high-frequency electromagnetic waves in randomly heterogeneous bianisotropic media with dissipative properties. For that purpose we consider randomly fl…
stat.ML2022★ 27 cited
Learning "best" kernels from data in Gaussian process regression. With application to aerodynamics
Jean-Luc Akian, Luc Bonnet, Houman Owhadi +1
This paper introduces algorithms to select/design kernels in Gaussian process regression/kriging surrogate modeling techniques. We adopt the setting of kernel method solutions in a…