Application of a PCA-DBN-based surrogate model to robust aerodynamic design optimization
Sign Up to like & getrecommendations! 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
Underwater Acoustic Communication Receiver Using Deep Belief Network
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2021.3063353
Abstract: Underwater environments create a challenging channel for communications. In this paper, we design a novel receiver system by exploring the machine learning technique–Deep Belief Network (DBN) – to combat the signal distortion caused by the… read more here.
Keywords: belief network; dbn based; receiver system; receiver ... See more keywords