Forman curvature for complex networks

DOI10.1088/1742-5468/2016/06/063206zbMath1457.90032arXiv1603.00386OpenAlexW2291039608WikidataQ105584693 ScholiaQ105584693MaRDI QIDQ3302722

Emil Saucan, Areejit Samal, R. P. Sreejith, Karthikeyan Mohanraj, Juergen Jost

Publication date: 11 August 2020

Published in: Journal of Statistical Mechanics: Theory and Experiment (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1603.00386

Mathematics Subject Classification ID

Deterministic network models in operations research (90B10)

Related Items (18)

Forman-Ricci curvature and persistent homology of unweighted complex networks ⋮ Global Graph Curvature ⋮ Normalized discrete Ricci flow used in community detection ⋮ Ricci curvature and the manifold learning problem ⋮ Curved Markov Chain Monte Carlo for Network Learning ⋮ Quantifying Cellular Pluripotency and Pathway Robustness Through Forman-Ricci Curvature ⋮ The Euler characteristic as a topological marker for outbreaks in vector-borne disease ⋮ Systematic evaluation of a new combinatorial curvature for complex networks ⋮ The Graph Curvature Calculator and the Curvatures of Cubic Graphs ⋮ Ollivier curvature of random geometric graphs converges to Ricci curvature of their Riemannian manifolds ⋮ On computing discretized Ricci curvatures of graphs: local algorithms and (localized) fine-grained reductions ⋮ Coarse geometric kernels for networks embedding ⋮ Discrete Ricci curvatures for directed networks ⋮ The Geometric Meaning of Curvature: Local and Nonlocal Aspects of Ricci Curvature ⋮ Emergence of the circle in a statistical model of random cubic graphs ⋮ Network geometry and complexity ⋮ Forman-Ricci flow for change detection in large dynamic data sets ⋮ Using discrete Ricci curvatures to infer COVID-19 epidemic network fragility and systemic risk

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