On risk-based active learning for structural health monitoring. - Aidan J. Hughes; Lawrence A. Bull; Paul Gardner; Robert James Barthorpe; Nikolaos Dervilis; Keith Worden (CoRR, 2021)

On robust risk-based active-learning algorithms for enhanced decision support. - Aidan J. Hughes; Lawrence A. Bull; Paul Gardner; Nikolaos Dervilis; Keith Worden (CoRR, 2022)

Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers. - Aidan J. Hughes; Paul Gardner; Lawrence A. Bull; Nikolaos Dervilis; Keith Worden (CoRR, 2022)

Mitigating sampling bias in risk-based active learning via an EM algorithm. - Aidan J. Hughes; Lawrence A. Bull; Paul Gardner; Nikolaos Dervilis; Keith Worden (CoRR, 2022)

Towards risk-informed PBSHM: Populations as hierarchical systems. - Aidan J. Hughes; Paul Gardner; Keith Worden (CoRR, 2023)

A decision framework for selecting information-transfer strategies in population-based SHM. - Aidan J. Hughes; Jack Poole; Nikolaos Dervilis; Paul Gardner; Keith Worden (CoRR, 2023)

Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. - Daniel R. Clarkson; Lawrence A. Bull; Tina A. Dardeno; Chandula T. Wickramarachchi; Elizabeth J. Cross; Timothy J. Rogers 003; Keith Worden; Nikolaos Dervilis; Aidan J. Hughes (CoRR, 2023)

Quantifying the value of information transfer in population-based SHM. - Aidan J. Hughes; Jack Poole; Nikolaos Dervilis; Paul Gardner; Keith Worden (CoRR, 2023)

Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems. - 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 (CoRR, 2024)

Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling. - S. M. Smith; Aidan J. Hughes; Tina A. Dardeno; Lawrence A. Bull; Nikolaos Dervilis; Keith Worden (CoRR, 2024)

Quantifying the value of positive transfer: An experimental case study. - Aidan J. Hughes; Giulia Delo; Jack Poole; Nikolaos Dervilis; Keith Worden (CoRR, 2024)

Multitask learning for improved scour detection: A dynamic wave tank study. - Simon M. Brealy; Aidan J. Hughes; Tina A. Dardeno; Lawrence A. Bull; Robin S. Mills; Nikolaos Dervilis; Keith Worden (CoRR, 2024)

Active learning for regression in engineering populations: A risk-informed approach. - Daniel R. Clarkson; Lawrence A. Bull; Chandula T. Wickramarachchi; Elizabeth J. Cross; Timothy J. Rogers 003; Keith Worden; Nikolaos Dervilis; Aidan J. Hughes (CoRR, 2024)

Cost-informed dimensionality reduction for structural digital twin technologies. - Aidan J. Hughes; Keith Worden; Nikolaos Dervilis; Timothy J. Rogers 003 (CoRR, 2024)

Towards an active-learning approach to resource allocation for population-based damage prognosis. - George Tsialiamanis; Keith Worden; Nikolaos Dervilis; Aidan J. Hughes (CoRR, 2024)

On the topology and geometry of population-based SHM. - Keith Worden; Tina A. Dardeno; Aidan J. Hughes; George Tsialiamanis (CoRR, 2024)

Physics-informed transfer learning for SHM via feature selection. - Jack Poole; Paul Gardner; Aidan J. Hughes; Nikolaos Dervilis; Robin S. Mills; Tina A. Dardeno; Keith Worden (CoRR, 2025)