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Author

Jing-Ying Wang

2 papers indexed here

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Oct 2026

Airfoil pitch control in the wake of a backward-facing step via spatiotemporal deep reinforcement learning

Closed-loop lift control for an airfoil in a strongly nonuniform inflow is challenging, especially when only partial surface-pressure observations are available. This study investigates pitch control of a NACA (National Advisory Committee for Aeronautics) 0012 airfoil descending through the wake of a backward-facing st...

Cheng Hu, Wei-Yuan Sun, Shun-Xiang Cao et al. · 0 citations
Oct 2026

Artificial intelligence-driven airfoil aerodynamic design via deep surrogate modeling and evolutionary algorithm

Airfoil aerodynamic design relies on computationally expensive flow solvers, while aerodynamic performance optimization and target pressure distribution inverse design are treated separately. This study develops a framework combining low-dimensional geometric representation, deep surrogate modeling, and evolutionary se...

Ming-Rui Li, Jing-Ying Wang, Ke Sun et al. · 0 citations

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