| Automated real-time eddy current array inspection of nuclear assets EA Foster, G Bolton, R Bernard, M McInnes, S McKnight, E Nicolson, ... Sensors 22 (16), 6036, 2022 | 17 | 2022 |
| A comparison of methods for generating synthetic training data for domain adaption of deep learning models in ultrasonic non-destructive evaluation S McKnight, SG Pierce, E Mohseni, C MacKinnon, C MacLeod, T O'Hare, ... NDT & E International 141, 102978, 2024 | 13 | 2024 |
| Unsupervised machine learning for flaw detection in automated ultrasonic testing of carbon fibre reinforced plastic composites V Tunukovic, S McKnight, R Pyle, Z Wang, E Mohseni, SG Pierce, ... Ultrasonics 140, 107313, 2024 | 7 | 2024 |
| GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing S McKnight, SG Pierce, E Mohseni, C MacKinnon, C MacLeod, T OHare, ... arXiv preprint arXiv:2306.01469, 2023 | 3 | 2023 |
| A study of machine learning object detection performance for phased array ultrasonic testing of carbon fibre reinforced plastics V Tunukovic, S McKnight, E Mohseni, SG Pierce, R Pyle, E Duernberger, ... NDT & E International 144, 103094, 2024 | 2 | 2024 |
| 3-Dimensional residual neural architecture search for ultrasonic defect detection S McKnight, C MacKinnon, SG Pierce, E Mohseni, V Tunukovic, ... IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2024 | 1 | 2024 |
| Eddy currents and ultrasonic testing data fusion for Wire+ Arc Additive Manufacturing E Mohseni, V Tunukovic, S McKnight, R Zimermann, R Pyle, A Poole, ... 60th Annual British Conference on NDT, 2023 | 1 | 2023 |
| Data fusion for multi-modal in-process non-destructive evaluation of Wire+ Arc Additive Manufacturing E Mohseni, S McKnight, V Tunukovic, R Zimermann, R Pyle, MK Rizwan, ... IEEE International Ultrasonics Symposium 2023, 2023 | 1 | 2023 |
| Transfer learning for classification of experimental ultrasonic non-destructive testing images from synthetic data S McKnight, C MacKinnon, E Mohseni, G Pierce, CN MacLeod, T O'Hare IOP Physics Enhancing Machine Learning in Applied Solid Mechanics, 2022 | 1 | 2022 |
| 3-DUSSS: 3-Dimensional Ultrasonic Self Supervised Segmentation S McKnight, V Tunukovic, A Hifi, G Pierce, E Mohseni, C MacLeod, ... arXiv e-prints, arXiv: 2411.07835, 2024 | | 2024 |
| Rework signature: assessing quality of reworked defects in automated fibre placement composites S McArthur, S McKnight, I Bomphray, J Mehnen 21st European Conference on Composite Materials, 2024 | | 2024 |
| Advancing carbon fiber composite inspection: deep learning-enabled defect localization and sizing via 3-Dimensional U-Net segmentation of ultrasonic data S McKnight, V Tunukovic, SG Pierce, E Mohseni, R Pyle, CN MacLeod, ... IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2024 | | 2024 |
| Using neural architecture search to discover a convolutional neural network to detect defects From volumetric ultrasonic testing data of composites S McKnight, V Tunukovic, C MacKinnon, G Pierce, E Mohseni, ... BINDT-60th Annual British Conference on NDT (NDT 2023), 2023 | | 2023 |
| Ultrasound B-scan defect detection in carbon fibre-reinforced plastic composites with NDT machine learning algorithms V Tunukovic, S McKnight, R Pyle, Z Wang, E Mohseni, G Pierce, G Dobie, ... 60th Annual British Conference on NDT, 2023 | | 2023 |
| Machine learning for real-time inversion of locally anisotropic weld properties using in-process layer by layer ultrasonic array measurements R Pyle, CN MacLeod, KMM Tant, N Sweeney, J Ludlam, E Nicolson, ... IEEE International Ultrasonics Symposium 2023, 2023 | | 2023 |
| Flexible robotics for automated non-destructive testing A Hifi, RKW Vithanage, S McKnight, A Poole, C Loukas, E Nicolson, ... 50th Annual Review of Progress in Quantitative Nondestructive Evaluation, 2023 | | 2023 |
| Automated deep learning for defect detection in carbon fibre reinforced plastic composites V Tunukovic, S McKnight, E Mohseni, SG Pierce, R Pyle, E Duernberger, ... 50th Annual Review of Progress in Quantitative Nondestructive Evaluation, 2023 | | 2023 |
| 3-Dimensional characterisation of defects with ultrasonic testing and deep learning in composites S McKnight, V Tunukovic, G Pierce, E Mohseni, CN MacLeod, T O'Hare 50th Annual Review of Progress in Quantitative Nondestructive Evaluation, 2023 | | 2023 |
| Automated ultrasound data processing for defect detection and characterization through machine learning V Tunukovic, S McKnight, E Mohseni, G Pierce, G Dobie, S Cochran FUSE CDT Annual Scientific Meeting 2023, 2023 | | 2023 |
| Application of machine learning techniques for defect detection, localisation, and sizing in ultrasonic testing of carbon fibre reinforced polymers V Tunukovic, S McKnight, SG Pierce, E Mohseni, CN MacLeod, R Pyle, ... BINDT Aerospace Event 2023, 2023 | | 2023 |
