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Browsing Research Articles (Mechanical and Aeronautical Engineering) by Subject "Variational autoencoder (VAE)"

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A data-driven hybrid approach to generate synthetic data for unavailable damage scenarios in welded rails for ultrasonic guided wave monitoring

Ramatlo, Dineo A.; Wilke, Daniel Nicolas; Loveday, Philip W. (Sage, 2024)

eveloping reliable ultrasonic-guided wave monitoring systems requires a significant amount of inspection data for each application scenario. Experimental investigations are fundamental but require a long period and are ...

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