Random walk on random planar maps: spectral dimension, resistance, and displacement

TL;DR

This paper investigates the behavior of simple random walks on various classes of random planar maps, establishing sharp bounds on key quantities and confirming the spectral dimension as 2, thereby resolving a conjecture for the UIPT case.

Contribution

It provides sharp bounds on Green's function, resistance, and displacement for random planar maps, and proves the spectral dimension is almost surely 2, confirming long-standing conjectures.

Findings

Spectral dimension of these maps is almost surely 2.

Random walk displacement in UIPT is at least n^{1/4 - o(1)} in n steps.

Established sharp bounds on Green's function, resistance, and return probabilities.

Abstract

We study simple random walk on the class of random planar maps which can be encoded by a two-dimensional random walk with i.i.d. increments or a two-dimensional Brownian motion via a "mating-of-trees" type bijection. This class includes the uniform infinite planar triangulation (UIPT), the infinite-volume limits of random planar maps weighted by the number of spanning trees, bipolar orientations, or Schnyder woods they admit, and the $\gamma$-mated-CRT map for $\gamma \in (0,2)$. For each of these maps, we obtain an upper bound for the Green's function on the diagonal, an upper bound for the effective resistance to the boundary of a metric ball, an upper bound for the return probability of the random walk to its starting point after $n$ steps, and a lower bound for the graph-distance displacement of the random walk, all of which are sharp up to polylogarithmic factors. When combined with work of Lee (2017), our bound for the return probability shows that the spectral dimension of each of these random planar maps is a.s. equal to 2, i.e., the (quenched) probability that the simple random walk returns to its starting point after $2n$ steps is $n^{-1+o_n(1)}$. Our results also show that the amount of time that it takes a random walk to exit a metric ball is at least its volume (up to a polylogarithmic factor). In the special case of the UIPT, this implies that random walk typically travels at least $n^{1/4 - o_n(1)}$ units of graph distance in $n$ units of time. The matching upper bound for the displacement is proven by Gwynne and Hutchcroft (2018). These two works together resolve a conjecture of Benjamini and Curien (2013) in the UIPT case. Our proofs are based on estimates for the mated-CRT map (which come from its relationship to SLE-decorated Liouville quantum gravity) and a strong coupling of the mated-CRT map with the other random planar map models.