51 citations · 68 across the 7 of their papers we have counts for
Showing 2023 · physics.flu-dynShow all
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physics.flu-dyn2023★ 12 cited
Physics-Assisted Reduced-Order Modeling for Identifying Dominant Features of Transonic Buffet
Jing Wang, Hairun Xie, Miao Zhang +1
Transonic buffet is a flow instability phenomenon that arises from the interaction between the shock wave and the separated boundary layer. This flow phenomenon is considered to be…
physics.flu-dyn2023★ 51 cited
Prediction of transonic flow over supercritical airfoils using geometric-encoding and deep-learning strategies
Zhiwen Deng, Jing Wang, Hongsheng Liu +7
The Reynolds-averaged Navier-Stokes equation for compressible flow over supercritical airfoils under various flow conditions must be rapidly and accurately solved to shorten design…
physics.flu-dyn2023★ 2 cited
Knowledge-embedded meta-learning model for lift coefficient prediction of airfoils
Hairun Xie, Jing Wang, Miao Zhang
Aerodynamic performance evaluation is an important part of the aircraft aerodynamic design optimization process; however, traditional methods are costly and time-consuming. Despite…