Shaun McKnight

A comparison of methods for generating synthetic training data for domain adaption of deep learning models in ultrasonic non-destructive evaluation

Shaun McKnight, Gareth Pierce, Ehsan Mohseni et al. · NDT & E International · 2023 · 33 citations · Full text

Artificial Intelligence, Medical Ultrasound, Engineering +24

Unsupervised machine learning for flaw detection in automated ultrasonic testing of carbon fibre reinforced plastic composites

Vedran Tunukovic, Shaun McKnight, Richard Pyle et al. · Ultrasonics · 2024 · 33 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

Automated Real-Time Eddy Current Array Inspection of Nuclear Assets

Euan Foster, Gary Bolton, Robert Bernard et al. · Sensors · 2022 · 28 citations · Full text

Optical Eddy Current, Condition Monitoring, Engineering +13

A study of machine learning object detection performance for phased array ultrasonic testing of carbon fibre reinforced plastics

Vedran Tunukovic, Shaun McKnight, Ehsan Mohseni et al. · NDT & E International · 2024 · 21 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +20

Advancing Carbon Fiber Composite Inspection: Deep Learning-Enabled Defect Localization and Sizing via 3-D U-Net Segmentation of Ultrasonic Data

Shaun McKnight, Vedran Tunukovic, Gareth Pierce et al. · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · 2024 · 11 citations