Aidan J. Hughes

19 papers Journal 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Transfer learning via interpolating structures. CoRR Tina A. Dardeno, Aidan J. Hughes, Lawrence A. Bull, Robin S. Mills, Nikolaos Dervilis, Keith Worden
2025	J	`jnl`	Active transfer learning for structural health monitoring. CoRR Jack Poole, Nikolaos Dervilis, Keith Worden, Paul Gardner, V. Giglioni, Robin S. Mills, Aidan J. Hughes
2025	J	`jnl`	Physics-informed transfer learning for SHM via feature selection. CoRR Jack Poole, Paul Gardner, Aidan J. Hughes, Nikolaos Dervilis, Robin S. Mills, Tina A. Dardeno, Keith Worden
2024	J	`jnl`	Active learning for regression in engineering populations: A risk-informed approach. CoRR Daniel R. Clarkson, Lawrence A. Bull, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes
2024	J	`jnl`	Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling. CoRR S. M. Smith, Aidan J. Hughes, Tina A. Dardeno, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden
2024	J	`jnl`	Cost-informed dimensionality reduction for structural digital twin technologies. CoRR Aidan J. Hughes, Keith Worden, Nikolaos Dervilis, Timothy J. Rogers
2024	J	`jnl`	Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems. CoRR 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
2024	J	`jnl`	Multitask learning for improved scour detection: A dynamic wave tank study. CoRR Simon M. Brealy, Aidan J. Hughes, Tina A. Dardeno, Lawrence A. Bull, Robin S. Mills, Nikolaos Dervilis, Keith Worden
2024	J	`jnl`	On the topology and geometry of population-based SHM. CoRR Keith Worden, Tina A. Dardeno, Aidan J. Hughes, George Tsialiamanis
2024	J	`jnl`	Quantifying the value of positive transfer: An experimental case study. CoRR Aidan J. Hughes, Giulia Delo, Jack Poole, Nikolaos Dervilis, Keith Worden
2024	J	`jnl`	Towards an active-learning approach to resource allocation for population-based damage prognosis. CoRR George Tsialiamanis, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes
2023	J	`jnl`	A decision framework for selecting information-transfer strategies in population-based SHM. CoRR Aidan J. Hughes, Jack Poole, Nikolaos Dervilis, Paul Gardner, Keith Worden
2023	J	`jnl`	Quantifying the value of information transfer in population-based SHM. CoRR Aidan J. Hughes, Jack Poole, Nikolaos Dervilis, Paul Gardner, Keith Worden
2023	J	`jnl`	Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. CoRR 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
2023	J	`jnl`	Towards risk-informed PBSHM: Populations as hierarchical systems. CoRR Aidan J. Hughes, Paul Gardner, Keith Worden
2022	J	`jnl`	Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers. CoRR Aidan J. Hughes, Paul Gardner, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden
2022	J	`jnl`	Mitigating sampling bias in risk-based active learning via an EM algorithm. CoRR Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Nikolaos Dervilis, Keith Worden
2022	J	`jnl`	On robust risk-based active-learning algorithms for enhanced decision support. CoRR Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Nikolaos Dervilis, Keith Worden
2021	J	`jnl`	On risk-based active learning for structural health monitoring. CoRR Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Robert James Barthorpe, Nikolaos Dervilis, Keith Worden