12 citations · 15 across the 3 of their papers we have counts for
3 papers
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★ 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…
physics.flu-dyn2022★ 1 cited
Parametric Generative Schemes with Geometric Constraints for Encoding and Synthesizing Airfoils
Hairun Xie, Jing Wang, Miao Zhang
The modern aerodynamic optimization has a strong demand for parametric methods with high levels of intuitiveness, flexibility, and representative accuracy, which cannot be fully ac…