Monitoring-supported value generation for managing structures and infrastructure systems von 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

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An Augmented Risk-Based Paradigm for Structural Health Monitoring von Hughes, Aidan J., Barthorpe, Robert J., Farrar, Charles R., Worden, Keith

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Towards the Development of an Operational Digital Twin von Gardner, Paul, Dal Borgo, Mattia, Ruffini, Valentina, Hughes, Aidan J., Zhu, Yichen, Wagg, David J.

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Active transfer learning for SHM of bridges under changing environmental conditions von Poole, Jack, Hughes, Aidan J., Gardner, P, Bull, Lawrence A., Dervilis, Nikolaos, Giglioni, Valentina, Mills, Robin, Worden, Keith

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A spin on active learning analysis for health monitoring von Clarkson, Daniel, Bull, Lawrence A., Dardeno, Tina A., Wickramarachchi, Chandula T., Cross, Elizabeth J., Rogers, Timothy J., Worden, Keith, Dervilis, Nikolaos, Hughes, Aidan J.

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A Forward Model Driven Structural Health Monitoring Paradigm: Damage Detection von Barthorpe, Robert J., Hughes, Aidan J., Gardner, Paul

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Towards risk-informed PBSHM: Populations as hierarchical systems von Hughes, Aidan J, Gardner, Paul, Worden, Keith

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Cost-informed dimensionality reduction for structural digital twin technologies von Hughes, Aidan J, Worden, Keith, Dervilis, Nikolaos, Rogers, Timothy J

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On the topology and geometry of population-based SHM von Worden, Keith, Dardeno, Tina A, Hughes, Aidan J, Tsialiamanis, George

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Towards an active-learning approach to resource allocation for population-based damage prognosis von Tsialiamanis, George, Worden, Keith, Dervilis, Nikolaos, Hughes, Aidan J

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Quantifying the value of positive transfer: An experimental case study von Hughes, Aidan J, Delo, Giulia, Poole, Jack, Dervilis, Nikolaos, Worden, Keith

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Quantifying the value of information transfer in population-based SHM von Hughes, Aidan J, Poole, Jack, Dervilis, Nikolaos, Gardner, Paul, Worden, Keith

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Multitask learning for improved scour detection: A dynamic wave tank study von Brealy, Simon M, Hughes, Aidan J, Dardeno, Tina A, Bull, Lawrence A, Mills, Robin S, Dervilis, Nikolaos, Worden, Keith

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A decision framework for selecting information-transfer strategies in population-based SHM von Hughes, Aidan J, Poole, Jack, Dervilis, Nikolaos, Gardner, Paul, Worden, Keith

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

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Towards risk-informed PBSHM: Populations as hierarchical systems von Hughes, Aidan J, Gardner, Paul, Worden, Keith

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On robust risk-based active-learning algorithms for enhanced decision support von Hughes, Aidan J, Bull, Lawrence A, Gardner, Paul, Dervilis, Nikolaos, Worden, Keith

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Cost-informed dimensionality reduction for structural digital twin technologies von Hughes, Aidan J, Worden, Keith, Dervilis, Nikolaos, Rogers, Timothy J

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Mitigating sampling bias in risk-based active learning via an EM algorithm von Hughes, Aidan J, Bull, Lawrence A, Gardner, Paul, Dervilis, Nikolaos, Worden, Keith

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Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers von Hughes, Aidan J, Gardner, Paul, Bull, Lawrence A, Dervilis, Nikolaos, Worden, Keith

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