Tom O’Hare

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 · 43 citations · Full text

Engineering, Computer Science, Materials Engineering +17

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 · 37 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

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 · 26 citations · Full text

Engineering, Materials Engineering, Materials Science +17

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 · 16 citations

Natural Sciences, Materials Engineering, Materials Science +17

Three-Dimensional Residual Neural Architecture Search for Ultrasonic Defect Detection

Shaun McKnight, Christopher J. MacKinnon, Gareth Pierce et al. · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · 2024 · 12 citations · Full text

Computing, Materials Engineering, Materials Science +17