2021
DOI: 10.48550/arxiv.2102.02356
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Convergence of Combinatorial Gravity

Christy Kelly,
Carlo Trugenberger,
Fabio Biancalana

Abstract: We present a new regularisation of Euclidean Einstein gravity in terms of (sequences of) graphs. In particular, we define a discrete Einstein-Hilbert action that converges to its manifold counterpart on sufficiently dense random geometric graphs (more generally on any sequence of graphs that converges to the manifold in the sense of Gromov-Hausdorff). Our construction relies crucially on the Ollivier curvature of optimal transport theory. Our methods also allow us to define an analogous discrete action for Kle… Show more

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Cited by 3 publications
(4 citation statements)
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“…In the original proposal [6] the Ollivier combinatorial Ricci curvature [13][14][15] was used. This has been recently shown [16,17] to converge to standard continuum Ricci curvature on random geometric graphs [18] and is thus a genuine candidate for a discretization of general relativity. A simplified variant of Ollivier curvature has also been recently introduced in [19][20][21].…”
Section: Introductionmentioning
confidence: 86%
“…In the original proposal [6] the Ollivier combinatorial Ricci curvature [13][14][15] was used. This has been recently shown [16,17] to converge to standard continuum Ricci curvature on random geometric graphs [18] and is thus a genuine candidate for a discretization of general relativity. A simplified variant of Ollivier curvature has also been recently introduced in [19][20][21].…”
Section: Introductionmentioning
confidence: 86%
“…In the original proposal [8] the Ollivier combinatorial Ricci curvature [16][17][18] was used. This has been recently shown [19,20] to converge to standard continuum Ricci curvature on random geometric graphs [21] and is thus a genuine candidate for a discretization of general relativity. A simplified variant of Ollivier curvature has also been recently introduced in [22][23][24].…”
mentioning
confidence: 86%
“…In the simplest realization the balls b i are chosen as unit balls, and the probability distributions μ i are uniform on these unit balls. Note, however, that the convergence to continuum Ricci curvature on generic random geometric graphs requires larger, "mesoscopic" balls, in order to "feel" the curvature of the background manifold [19,20]. Unit balls, instead, are sufficient in the flat case, when the curvature of the background manifold vanishes at all scales.…”
mentioning
confidence: 99%
“…Our philosophy here is different from that of "combinatorial quantum gravity"[33,34,35,36], which investigates the emergence of geometry from specific ensembles of random graphs, with the ambition of having its Lorentzian structure emerge alongside, something not yet achieved by any model as far as we know. In this approach, one uses the Ollivier-Ricci curvature in its original form for small values of δ, and has recently also compared it to another discrete notion of so-called Forman-Ricci curvature[37].…”
mentioning
confidence: 99%