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

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

Turbulence and the dynamics of coherent structures. I. Coherent structures

Lawrence Sirovich · Quarterly of Applied Mathematics · 1987 · 6.1K citations · Full text

Natural Sciences, Mathematics, Physics +13

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

Sajid Ali, Tamer Abuhmed, Shaker El–Sappagh et al. · Information Fusion · 2023 · 1.5K citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Aerodynamic Data Reconstruction and Inverse Design Using Proper Orthogonal Decomposition

Tan Bui–Thanh, M. Damodaran, Karen Willcox · AIAA Journal · 2004 · 533 citations

Engineering, Aerospace Engineering, Mechanical Engineering +17

"Fundamental" Parameteric Geometry Representations for Aircraft Component Shapes

Brenda Kulfan, John E. Bussoletti · 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference · 2006 · 403 citations

Engineering, Aerospace Engineering, Aerodynamics +12