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A data-driven metric-based proper orthogonal decomposition method with Shapley Additive Explanations for aerodynamic shape inverse design optimization

Chenliang Zhang, Hongbo Chen, Xiaoyu Xu, Yanhui Duan, Guangxue Wang

2025Advanced Engineering Informatics11 citationsDOI

Topics & Concepts

InverseAerodynamicsDecompositionMetric (unit)MathematicsMathematical optimizationApplied mathematicsComputer scienceEngineeringAerospace engineeringGeometryBiologyEcologyOperations managementModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignControl Systems and Identification