88 citations · 359 across the 16 of their papers we have counts for
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physics.flu-dyn2021★ 48 cited
Skin friction and heat transfer in hypersonic transitional and turbulent boundary layers
Dehao Xu, Jianchun Wang, Shiyi Chen
The decompositions of the skin-friction and heat transfer coefficients based on the two-fold repeated integration in hypersonic transitional and turbulent boundary layers are analy…
physics.flu-dyn2021★ 62 cited
Attention-Enhanced Neural Network Models for Turbulence Simulation
Wenhui Peng, Zelong Yuan, Jianchun Wang
Deep neural network models have shown a great potential in accelerating the simulation of fluid dynamic systems. Once trained, these models can make inference within seconds, thus…
physics.flu-dyn2021★ 4 cited
Artificial neural network approach for turbulence models: A local framework
Chenyue Xie, Xiangming Xiong, Jianchun Wang
A local artificial neural network (LANN) framework is developed for turbulence modeling. The Reynolds-averaged Navier-Stokes (RANS) unclosed terms are reconstructed by artificial n…