Geometric and spectral properties of directed graphs under a lower Ricci curvature bound
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🧮 math.DG
math.COmath.SP
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curvaturegraphsriccidirectedgeometricboundgeneralizationlower
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For undirected graphs, the Ricci curvature introduced by Lin-Lu-Yau has been widely studied from various perspectives, especially geometric analysis. In the present paper, we discuss generalization problem of their Ricci curvature for directed graphs. We introduce a new generalization by using the mean transition probability kernel which appears in the formulation of the Chung Laplacian. We conclude several geometric and spectral properties of directed graphs under a lower Ricci curvature bound extending previous results in the undirected case.
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