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…