Article

A Topological Approach to Protein–Protein Interaction Networks: Persistent Homology and Algebraic Connectivity

2025-06-14

Abstract excerpt

Persistent homology is a powerful tool in topological data analysis that captures the multi-scale topological features of data. In this work, we provide a mathematical introduction to persistent homology and demonstrate its application to protein–protein interaction networks. We combine persistent homology with algebraic connectivity, a graph-theoretic measure of network robustness, to analyze the topology and sta...

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Literature Corpus work: 696cfd0c-d4f5-5e86-b5be-fc0f7d864981
DOI: 10.3390/ijt2020008

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