87 citations · 257 across the 8 of their papers we have counts for
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math.AT2022
On topological data analysis for SHM; an introduction to persistent homology
Tristan Gowdridge, Nikolaos Devilis, Keith Worden
This paper aims to discuss a method of quantifying the 'shape' of data, via a methodology called topological data analysis. The main tool within topological data analysis is persis…
cs.LG2022★ 9 cited
On partitioning of an SHM problem and parallels with transfer learning
G. Tsialiamanis, D. J. Wagg, P. A. Gardner +2
In the current work, a problem-splitting approach and a scheme motivated by transfer learning is applied to a structural health monitoring problem. The specific problem in this cas…