1.5k citations · 5.1k across the 48 of their papers we have counts for
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physics.flu-dyn2017★ 7 cited
Representation of Reynolds Stress Perturbations with Application in Machine-Learning-Assisted Turbulence Modeling
Jinlong Wu, Rui Sun, Sylvain Laizet +1
Numerical simulations based on Reynolds-Averaged Navier--Stokes (RANS) equations are widely used in engineering design and analysis involving turbulent flows. However, RANS simulat…
cond-mat.soft2017★ 44 cited
Investigating the Settling Dynamics of Cohesive Silt Particles With Particle-Resolving Simulations
Rui Sun, Heng Xiao, Honglei Sun
The settling of cohesive sediment is ubiquitous in aquatic environments. In the settling process, the silt particles show behaviors that are different from non-cohesive particles d…
physics.flu-dyn2017★ 514 cited
A Comprehensive Physics-Informed Machine Learning Framework for Predictive Turbulence Modeling
Jian-Xun Wang, Jinlong Wu, Julia Ling +2
Although an increased availability of computational resources has enabled high-fidelity simulations of turbulent flows, the RANS models are still the dominant tools for industrial…