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Aidan J. Hughes

Cost-informed dimensionality reduction for structural digital twin technologies

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Sep 17, 2024
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Active learning for regression in engineering populations: A risk-informed approach

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Sep 06, 2024
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Multitask learning for improved scour detection: A dynamic wave tank study

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Aug 29, 2024
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Quantifying the value of positive transfer: An experimental case study

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Jul 19, 2024
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Quantifying the value of information transfer in population-based SHM

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Nov 06, 2023
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Sharing Information Between Machine Tools to Improve Surface Finish Forecasting

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Oct 09, 2023
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A decision framework for selecting information-transfer strategies in population-based SHM

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Jul 13, 2023
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Towards risk-informed PBSHM: Populations as hierarchical systems

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Mar 13, 2023
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Mitigating sampling bias in risk-based active learning via an EM algorithm

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Jun 25, 2022
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Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers

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Jun 23, 2022
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