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A velocity-prediction lightweight diffusion model for three-dimensional aircraft aerodynamic inverse design

Jia-hao Lin, Shu-sheng Chen, Jin-ping Li, Quan-feng Jiang, Mu-liang Jia, Dong Li, Yue-qing Wang

2025Engineering Applications of Artificial Intelligence34 citationsDOI

Topics & Concepts

AerodynamicsComputer scienceInverseDiffusionNoise (video)Reduction (mathematics)Noise reductionProbabilistic logicWork (physics)Inverse problemAerodynamic forceOptimal designSurrogate modelAerospace engineeringControl theory (sociology)Variable (mathematics)Probabilistic designSampling (signal processing)AlgorithmSimulationMathematical optimizationInverse methodModel Reduction and Neural NetworksComputational Fluid Dynamics and AerodynamicsAdvanced Multi-Objective Optimization Algorithms
A velocity-prediction lightweight diffusion model for three-dimensional aircraft aerodynamic inverse design | Litcius