Towards the Development of an Operational Digital Twin
Gardner, Paul, Dal Borgo, Mattia, Ruffini, Valentina, Hughes, Aidan J., Zhu, Yichen, Wagg, David J.
Published in Vibration (01.09.2020)
Published in Vibration (01.09.2020)
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Journal Article
Active transfer learning for SHM of bridges under changing environmental conditions
Poole, Jack, Hughes, Aidan J., Gardner, P, Bull, Lawrence A., Dervilis, Nikolaos, Giglioni, Valentina, Mills, Robin, Worden, Keith
Published in E-journal of Nondestructive Testing (01.07.2024)
Published in E-journal of Nondestructive Testing (01.07.2024)
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Journal Article
A spin on active learning analysis for health monitoring
Clarkson, Daniel, Bull, Lawrence A., Dardeno, Tina A., Wickramarachchi, Chandula T., Cross, Elizabeth J., Rogers, Timothy J., Worden, Keith, Dervilis, Nikolaos, Hughes, Aidan J.
Published in E-journal of Nondestructive Testing (01.07.2024)
Published in E-journal of Nondestructive Testing (01.07.2024)
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Journal Article
Towards risk-informed PBSHM: Populations as hierarchical systems
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Journal Article
Cost-informed dimensionality reduction for structural digital twin technologies
Hughes, Aidan J, Worden, Keith, Dervilis, Nikolaos, Rogers, Timothy J
Year of Publication 17.09.2024
Year of Publication 17.09.2024
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Journal Article
Quantifying the value of positive transfer: An experimental case study
Hughes, Aidan J, Delo, Giulia, Poole, Jack, Dervilis, Nikolaos, Worden, Keith
Published in arXiv.org (19.07.2024)
Published in arXiv.org (19.07.2024)
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Journal Article
Quantifying the value of information transfer in population-based SHM
Hughes, Aidan J, Poole, Jack, Dervilis, Nikolaos, Gardner, Paul, Worden, Keith
Published in arXiv.org (06.11.2023)
Published in arXiv.org (06.11.2023)
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Journal Article
Multitask learning for improved scour detection: A dynamic wave tank study
Brealy, Simon M, Hughes, Aidan J, Dardeno, Tina A, Bull, Lawrence A, Mills, Robin S, Dervilis, Nikolaos, Worden, Keith
Published in arXiv.org (29.08.2024)
Published in arXiv.org (29.08.2024)
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Journal Article
A decision framework for selecting information-transfer strategies in population-based SHM
Hughes, Aidan J, Poole, Jack, Dervilis, Nikolaos, Gardner, Paul, Worden, Keith
Published in arXiv.org (13.07.2023)
Published in arXiv.org (13.07.2023)
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Journal Article
Active learning for regression in engineering populations: A risk-informed approach
Clarkson, Daniel R, Bull, Lawrence A, Wickramarachchi, Chandula T, Cross, Elizabeth J, Rogers, Timothy J, Worden, Keith, Dervilis, Nikolaos, Hughes, Aidan J
Year of Publication 06.09.2024
Year of Publication 06.09.2024
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Journal Article
On robust risk-based active-learning algorithms for enhanced decision support
Hughes, Aidan J, Bull, Lawrence A, Gardner, Paul, Dervilis, Nikolaos, Worden, Keith
Published in arXiv.org (12.07.2022)
Published in arXiv.org (12.07.2022)
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Journal Article
Mitigating sampling bias in risk-based active learning via an EM algorithm
Hughes, Aidan J, Bull, Lawrence A, Gardner, Paul, Dervilis, Nikolaos, Worden, Keith
Published in arXiv.org (25.06.2022)
Published in arXiv.org (25.06.2022)
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Journal Article
Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers
Hughes, Aidan J, Gardner, Paul, Bull, Lawrence A, Dervilis, Nikolaos, Worden, Keith
Published in arXiv.org (23.06.2022)
Published in arXiv.org (23.06.2022)
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Journal Article
Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems
Kamariotis, Antonios, Chatzi, Eleni, Straub, Daniel, Dervilis, Nikolaos, Goebel, Kai, Hughes, Aidan J, Lombaert, Geert, Papadimitriou, Costas, Papakonstantinou, Konstantinos G, Pozzi, Matteo, Todd, Michael, Worden, Keith
Published in arXiv.org (04.01.2024)
Published in arXiv.org (04.01.2024)
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Journal Article
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting
Clarkson, Daniel R, Bull, Lawrence A, Dardeno, Tina A, Wickramarachchi, Chandula T, Cross, Elizabeth J, Rogers, Timothy J, Worden, Keith, Dervilis, Nikolaos, Hughes, Aidan J
Year of Publication 09.10.2023
Year of Publication 09.10.2023
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Journal Article
A probabilistic risk-based decision framework for structural health monitoring
Hughes, Aidan J, Barthorpe, Robert J, Dervilis, N, Farrar, Charles R, Worden, Keith
Published in arXiv.org (05.01.2021)
Published in arXiv.org (05.01.2021)
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