Topological Data Analysis of Spatial Systems
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Abstract (arXiv)
In this chapter, we discuss applications of topological data analysis (TDA) to spatial systems. We briefly review the recently proposed level-set construction of filtered simplicial complexes, and we then examine persistent homology in two cases studies: street networks in Shanghai and hotspots of COVID-19 infections. We then summarize our results and provide an outlook on TDA in spatial systems.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 1 Apr 2021.
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1 paper.