41 citations · 66 across the 16 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
physics.flu-dyn2026
Modelisation of chaotic systems with a latent Stochastic Differential Equation
Ismaël Zighed, Nicolas Thome, Patrick Gallinari +1
Stochastic Differential Equations (SDEs) have become a cornerstone of scientific machine learning, though they are predominantly utilized as algorithmic tools for uncertainty quant…
physics.flu-dyn2026
Data-driven modeling of hypersonic flows in chemical non-equilibrium with catalytic surfaces
Konstantinos Sarras, Louis Walpot, Thierry Magin +2
Hypersonic flows involve extreme thermochemical non-equilibrium, where strong energy dissipation leads to tightly coupled chemical reactions, radiation, and energy exchange. In thi…