61 citations · 302 across the 13 of their papers we have counts for
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physics.flu-dyn2019★ 7 cited
Flows Over Periodic Hills of Parameterized Geometries: A Dataset for Data-Driven Turbulence Modeling From Direct Simulations
Heng Xiao, Jin-Long Wu, Sylvain Laizet +1
Computational fluid dynamics models based on Reynolds-averaged Navier--Stokes equations with turbulence closures still play important roles in engineering design and analysis. Howe…
physics.comp-ph2019★ 61 cited
Poisson CNN: Convolutional neural networks for the solution of the Poisson equation on a Cartesian mesh
Ali Girayhan Özbay, Arash Hamzehloo, Sylvain Laizet +3
The Poisson equation is commonly encountered in engineering, for instance in computational fluid dynamics (CFD) where it is needed to compute corrections to the pressure field to e…