16 citations · 53 across the 8 of their papers we have counts for
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cs.LG2026
A Dynamic Aggregation Strategy Enhanced Efficient Global Optimization Algorithm for Solving High-Dimensional Turbomachinery Design Problems
Qineng Wang, Zhendong Guo, Yun Chen +3
In order to solve the high-dimensional () expensive black-box problems within budget, an efficient global optimization (EGO) algorithm with a dynamic aggregation strateg…
cs.LG2026★ 6 cited
A panoramic aerodynamic performance prediction method for turbomachinery cascades using transformer-enhanced neural operator
Qineng Wang, Zhendong Guo, Liming Song +1
To enable flexible and rapid aerodynamic performance evaluation in turbomachinery design, this paper proposes a panoramic performance prediction framework. Unlike most previous pre…
cs.LG2026★ 6 cited
Enhancing generalization in endwall film cooling prediction: Incorporating the superposition principle into transformer-based neural operators
Qineng Wang, Liming Song, Tianyuan Liu +1
In this study, a physics-enhanced neural operator framework is proposed to enhance the generalization prediction ability of the cooling layout of a turbine endwall with variable nu…