101 citations · 276 across the 14 of their papers we have counts for
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physics.flu-dyn2022★ 1 cited
Reynolds Stress Anisotropy Tensor Predictions for Turbulent Channel Flow using Neural Networks
Jiayi Cai, Pierre-Emmanuel Angeli, Jean-Marc Martinez +2
The Reynolds-Averaged Navier-Stokes (RANS) approach remains a backbone for turbulence modeling due to its high cost-effectiveness. Its accuracy is largely based on a reliable Reyno…
stat.ML2022
Reduced-order modeling for parameterized large-eddy simulations of atmospheric pollutant dispersion
Bastien X Nony, Mélanie Rochoux, Thomas Jaravel +1
Mapping near-field pollutant concentration is essential to track accidental toxic plume dispersion in urban areas. By solving a large part of the turbulence spectrum, large-eddy si…