2 papers
physics.flu-dyn2026
Large-eddy simulation of moderately dense evaporating sprays with particle-informed super-resolution
Ruyue Cheng, Ali Shamooni, Andreas Kronenburg +3
In large-eddy simulation (LES) of dense sprays or sprays with pronounced clustering, evaporation rates can be inaccurate when the mesh is too coarse to provide realistic boundary c…
physics.flu-dyn2025
Super-resolution of turbulent velocity fields in two-way coupled particle-laden flows
Ali Shamooni, Ruyue Cheng, Thorsten Zirwes +3
This paper introduces a deep learning-based super-resolution (SR) framework specifically developed for accurately reconstructing high-resolution velocity fields in two-way coupled…