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07/12/2023
On the hierarchical Bayesian modelling of frequency response functions
Population-based structural health monitoring (PBSHM) aims to share valu...
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03/08/2023
Better Together: Using Multi-task Learning to Improve Feature Selection within Structural Datasets
There have been recent efforts to move to population-based structural he...
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04/26/2022
Knowledge Transfer in Engineering Fleets: Hierarchical Bayesian Modelling for Multi-Task Learning
We propose a population-level analysis to address issues of data sparsit...
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11/30/2021
Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm
Power curves capture the relationship between wind speed and output powe...
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05/12/2021