38 citations · 38 across the 1 of their papers we have counts for
2 papers
physics.flu-dyn2022★ 38 cited
Data augmented turbulence modeling for three-dimensional separation flows
Chongyang Yan, Yufei Zhang, Haixin Chen
Field inversion and machine learning are implemented in this study to describe three-dimensional separation flow around an axisymmetric hill and augment the Spart-Allmaras model. T…
physics.flu-dyn2021
Data-driven turbulence modeling in separated flows considering physical mechanism analysis
Chongyang Yan, Haoran Li, Yufei Zhang +1
Accurate simulation of turbulent flow with separation is an important but challenging problem. In this paper, a data-driven Reynolds-averaged turbulence modeling approach, field in…