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ORCIDAidan J. Hughes
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2020 – today
- 2024
[i16]Antonios Kamariotis, Eleni N. Chatzi, Daniel Straub, Nikolaos Dervilis, Kai Goebel, Aidan J. Hughes, Geert Lombaert, Costas Papadimitriou, Konstantinos G. Papakonstantinou, Matteo Pozzi, Michael Todd, Keith Worden
:
Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems. CoRR abs/2402.00021 (2024)- [i15]S. M. Smith, Aidan J. Hughes, Tina A. Dardeno, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden:
Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling. CoRR abs/2402.19295 (2024) - [i14]Aidan J. Hughes, Giulia Delo, Jack Poole, Nikolaos Dervilis, Keith Worden:
Quantifying the value of positive transfer: An experimental case study. CoRR abs/2407.14342 (2024) - [i13]Simon M. Brealy, Aidan J. Hughes, Tina A. Dardeno, Lawrence A. Bull, Robin S. Mills, Nikolaos Dervilis, Keith Worden:
Multitask learning for improved scour detection: A dynamic wave tank study. CoRR abs/2408.16527 (2024) - [i12]Daniel R. Clarkson, Lawrence A. Bull, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes:
Active learning for regression in engineering populations: A risk-informed approach. CoRR abs/2409.04328 (2024) - [i11]Aidan J. Hughes, Keith Worden, Nikolaos Dervilis, Timothy J. Rogers:
Cost-informed dimensionality reduction for structural digital twin technologies. CoRR abs/2409.11236 (2024) - [i10]George Tsialiamanis, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes:
Towards an active-learning approach to resource allocation for population-based damage prognosis. CoRR abs/2409.18572 (2024) - [i9]Keith Worden, Tina A. Dardeno, Aidan J. Hughes, George Tsialiamanis:
On the topology and geometry of population-based SHM. CoRR abs/2410.00923 (2024) - 2023
- [i8]Aidan J. Hughes, Paul Gardner, Keith Worden:
Towards risk-informed PBSHM: Populations as hierarchical systems. CoRR abs/2303.13533 (2023) - [i7]Aidan J. Hughes, Jack Poole, Nikolaos Dervilis, Paul Gardner, Keith Worden:
A decision framework for selecting information-transfer strategies in population-based SHM. CoRR abs/2307.06978 (2023) - [i6]Daniel R. Clarkson, Lawrence A. Bull, Tina A. Dardeno, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes:
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. CoRR abs/2310.05807 (2023) - [i5]Aidan J. Hughes, Jack Poole, Nikolaos Dervilis, Paul Gardner, Keith Worden:
Quantifying the value of information transfer in population-based SHM. CoRR abs/2311.03083 (2023) - 2022
- [i4]Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Nikolaos Dervilis, Keith Worden:
On robust risk-based active-learning algorithms for enhanced decision support. CoRR abs/2201.02555 (2022) - [i3]Aidan J. Hughes, Paul Gardner, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden:
Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers. CoRR abs/2206.11616 (2022) - [i2]Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Nikolaos Dervilis, Keith Worden:
Mitigating sampling bias in risk-based active learning via an EM algorithm. CoRR abs/2206.12598 (2022) - 2021
- [i1]Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Robert James Barthorpe, Nikolaos Dervilis, Keith Worden:
On risk-based active learning for structural health monitoring. CoRR abs/2105.05622 (2021)
Coauthor Index
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