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Strathprints makes available scholarly Open Access content by researchers in the Department of Civil & Environmental Engineering, based within the Faculty of Engineering.

Civil & Environmental Engineering hosts the Centre for Water, Environment, Sustainability & Public Health, which among other things, demonstrates research specialisms in soil contamination, restoration and remediation, including understanding the impact of microplastics on the environment and on water resources.

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Jump to: 2023 | 2022 | 2021
Number of items: 8.

2023

Pyle, Richard J. and Hughes, Robert R. and Wilcox, Paul D. (2023) Interpretable and explainable machine learning for ultrasonic defect sizing. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 70 (4). pp. 277-290. ISSN 1525-8955

Tunukovic, Vedran and McKnight, S. and Pierce, S. G. and Mohseni, Ehsan and MacLeod, C. N. and Pyle, R. and Dobie, G. and O'Hare, T. and Munro, G. and O'Brien-O'Reilly, J. (2023) Application of machine learning techniques for defect detection, localisation, and sizing in ultrasonic testing of carbon fibre reinforced polymers. In: BINDT Aerospace Event 2023, 2023-04-25 - 2023-04-26, Technology & Innovation Centre.

Mohseni, Ehsan and Pierce, S. G. and Vithanage, R.W. K. and MacLeod, C. N. and Dobie, G. and McKnight, S. and Tunukovic, V. and McInnes, M. and Hifi, A. and Gomez, R. and Shields, M. and Poole, A. and Pyle, R. and O'Hare, T. and Munro, G. and O'Brien-O'Reilly, J. (2023) Mapping SEARCH capabilities to Spirit AeroSystems NDE and automation demand for composites. In: BINDT Aerospace Event 2023, 2023-04-25 - 2023-04-26, Technology & Innovation Centre.

Pyle, Richard and Wilcox, Paul and Hughes, Robert R. and Bevan, Rhodri L. T. (2023) Application of Machine Learning to Ultrasonic Nondestructive Evaluation. PhD thesis, University of Bristol.

2022

Tu, Xin L and Pyle, Richard J and Croxford, Anthony J and Wilcox, Paul D (2022) Potential and limitations of NARX for defect detection in guided wave signals. Structural Health Monitoring. ISSN 1475-9217

Pyle, Richard J. and Hughes, Robert R. and Ali, Amine Ait Si and Wilcox, Paul D. (2022) Uncertainty quantification for deep learning in ultrasonic crack characterization. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 69 (7). pp. 2339-2351. ISSN 0885-3010

Pyle, Richard J. and Bevan, Rhodri L. T. and Hughes, Robert R. and Ali, Amine Ait Si and Wilcox, Paul D. (2022) Domain adapted deep-learning for improved ultrasonic crack characterization using limited experimental data. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 69 (4). 1485 - 1496.

2021

Pyle, Richard and Bevan, Rhodri L.T. and Hughes, Robert R. and Rachev, Rosen K. and Ali, Amine Ait Si and Wilcox, Paul (2021) Deep learning for ultrasonic crack characterization in NDE. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 68 (5). pp. 1854-1865.

This list was generated on Tue Jun 6 15:40:27 2023 BST.