3 papers
physics.flu-dyn2025
Numerical Investigation of Discontinuous Ice Effects on Swept Wings
Jiawei Chen, Maochao Xiao, Ziyu Zhou +1
This study investigates the aerodynamic performance and flow structures of infinite swept wings with artificially simulated discontinuous ice using an enhanced delayed detached-edd…
physics.flu-dyn2025
SmartFlow: A CFD-solver-agnostic deep reinforcement learning framework for computational fluid dynamics on HPC platforms
Maochao Xiao, Yuning Wang, Felix Rodach +15
Deep reinforcement learning (DRL) is emerging as a powerful tool for fluid-dynamics research, encompassing active flow control, autonomous navigation, turbulence modeling and disco…
physics.flu-dyn2025
A numerical investigation of sweep effects on turbulent flow over iced wings
Ziyu Zhou, Maochao Xiao, Jiawei Chen +2
This study employs an improved delayed detached eddy simulation (AMD-IDDES) method to investigate the flow characteristics of an iced swept wing. The AMD-IDDES approach incorporate…