Articles with "pca dbn" as a keyword



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Application of a PCA-DBN-based surrogate model to robust aerodynamic design optimization

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Published in 2020 at "Chinese Journal of Aeronautics"

DOI: 10.1016/j.cja.2020.01.015

Abstract: Abstract An efficient method employing a Principal Component Analysis (PCA)-Deep Belief Network (DBN)-based surrogate model is developed for robust aerodynamic design optimization in this study. In order to reduce the number of design variables for… read more here.

Keywords: surrogate model; pca dbn; model; based surrogate ... See more keywords