24 citations · 24 across the 3 of their papers we have counts for
4 papers · 1 filter
Large-eddy simulation of moderately dense evaporating sprays with particle-informed super-resolution
Ruyue Cheng, Ali Shamooni, Andreas Kronenburg +2
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…
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…
Super-resolution of turbulent velocity and scalar fields using different scalar distributions
Ali Shamooni, Oliver T. Stein, Andreas Kronenburg
In recent years, sub-grid models for turbulent mixing have been developed by data-driven methods for large eddy simulation (LES). Super-resolution is a data-driven deconvolution te…
Carrier-phase DNS of ignition and combustion of iron particles in a turbulent mixing layer
Tien Duc Luu, Ali Shamooni, Andreas Kronenburg +9
Three-dimensional CP-DNS of reacting iron particle dust clouds in a turbulent mixing layer are conducted. The simulation approach considers the Eulerian transport equations for the…