2 papers
physics.flu-dyn2026
Machine-learning wall model of large-eddy simulation for low- and high-speed flows over rough surfaces
Rong Ma, Adrian Lozano-Duran
We present a wall model for large-eddy simulation that incorporates surface-roughness effects and is applicable across low- and high-speed flows, for both transitional and fully ro…
physics.flu-dyn2024
Machine-learning wall-model large-eddy simulation accounting for isotropic roughness under local equilibrium
Rong Ma, Adrian Lozano-Duran
We introduce a wall model (WM) for large-eddy simulation (LES) applicable to rough surfaces with Gaussian and non-Gaussian distributions for both transitionally and fully rough reg…