Non-negative discrete Bakry–Émery curvature implies polynomial growth

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Let G=(V,E)G=(V,E) be a graph with bounded degrees. Write dist(x,y)\mathrm{dist}(x,y) for graph distance and define the open ball

B(x,r)={yV ⁣:dist(x,y)<r}.B(x,r)=\{y\in V\colon \mathrm{dist}(x,y)<r\}.

Here CD(0,)\mathrm{CD}(0,\infty) denotes the discrete Bakry–Émery curvature-dimension condition.

Non-negative curvature implies polynomial growth. If GG has bounded degrees and satisfies CD(0,)\mathrm{CD}(0,\infty), then GG has polynomial growth. More precisely,

xV,rN,#B(x,r)rD,\forall x\in V,\quad \forall r\in\mathbb{N},\quad \#B(x,r)\le r^D,

where the constant D<D<\infty depends only on the maximum degree.

This conjecture seeks the discrete analogue of the relationship between non-negative Bakry–Émery curvature and volume growth in Riemannian geometry. The general statement remains open, although it is established for edge-regular graphs and follows there from volume doubling.

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Sources & referencesView supporting material

Primary source

Guy Blachar, Hervé Pajot and Justin Salez, “Edge-regular graphs with non-negative curvature have polynomial growth”, arXiv:2606.11094 (2026).

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