Bipolar orientations on planar maps and SLE$_{12}$
Richard Kenyon, Jason Miller, Scott Sheffield, David B. Wilson

TL;DR
This paper establishes a universal scaling limit for bipolar-oriented planar maps, showing they converge to a Liouville quantum gravity surface decorated by SLE$_{12}$, revealing deep connections between combinatorics, probability, and geometry.
Contribution
It introduces bijections between bipolar-oriented maps and random walks, and proves their convergence to SLE$_{12}$ decorated Liouville quantum gravity surfaces, extending to various map types.
Findings
Convergence of bipolar-oriented maps to SLE$_{12}$-decorated quantum surfaces.
Universality of the scaling limit across different map types.
Bijections linking planar maps to random walks.
Abstract
We give bijections between bipolar-oriented (acyclic with unique source and sink) planar maps and certain random walks, which show that the uniformly random bipolar-oriented planar map, decorated by the "peano curve" surrounding the tree of left-most paths to the sink, converges in law with respect to the peanosphere topology to a -Liouville quantum gravity surface decorated by an independent Schramm-Loewner evolution with parameter (i.e., SLE). This result is universal in the sense that it holds for bipolar-oriented triangulations, quadrangulations, -angulations, and maps in which face sizes are mixed.
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