87 citations · 379 across the 17 of their papers we have counts for
Showing 2022 · cs.LGShow all
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cs.LG2022★ 61 cited
Physics-informed machine learning for Structural Health Monitoring
Elizabeth J Cross, Samuel J Gibson, Matthew R Jones +3
The use of machine learning in Structural Health Monitoring is becoming more common, as many of the inherent tasks (such as regression and classification) in developing condition-b…
cs.LG2022★ 26 cited
Constraining Gaussian processes for physics-informed acoustic emission mapping
Matthew R Jones, Timothy J Rogers, Elizabeth J Cross
The automated localisation of damage in structures is a challenging but critical ingredient in the path towards predictive or condition-based maintenance of high value structures.…