English

Point Processes and Multiple SLE/GFF Coupling

Probability 2022-08-16 v3 Statistical Mechanics Mathematical Physics math.MP

Abstract

In the series of lectures, we will discuss probability laws of random points, curves, and surfaces. Starting from a brief review of the notion of martingales, one-dimensional Brownian motion (BM), and the DD-dimensional Bessel processes, BESD_{D}, D1D \geq 1, first we study Dyson's Brownian motion model with parameter β>0\beta >0, DYSβ_{\beta}, which is regarded as multivariate extensions of BESD_D with the relation β=D1\beta=D-1. Next, using the reproducing kernels of Hilbert function spaces, the Gaussian analytic functions (GAFs) are defined on a unit disk and an annulus. As zeros of the GAFs, determinantal point processes and permanental-determinantal point processes are obtained. Then, the Schramm--Loewner evolution with parameter κ>0\kappa >0, SLEκ_{\kappa}, is introduced, which is driven by a BM on R{\mathbb{R}} and generates a family of conformally invariant probability laws of random curves on the upper half complex plane H{\mathbb{H}}. We regard SLEκ_{\kappa} as a complexification of BESD_D with the relation κ=4/(D1)\kappa=4/(D-1). The last topic of lectures is the construction of the multiple SLEκ_{\kappa}, which is driven by the NN-particle process on R{\mathbb{R}} and generates NN interacting random curves in H{\mathbb{H}}. We prove that the multiple SLE/GFF coupling is established, if and only if the driving NN-particle process on R{\mathbb{R}} is identified with DYSβ_{\beta} with the relation β=8/κ\beta=8/\kappa.

Keywords

Cite

@article{arxiv.2207.14362,
  title  = {Point Processes and Multiple SLE/GFF Coupling},
  author = {Makoto Katori},
  journal= {arXiv preprint arXiv:2207.14362},
  year   = {2022}
}

Comments

v3: LaTeX, 92 pages, 9 figures; lectures for the 4th ZiF Summer School `Randomness in Physics and Mathematics: From Integrable Probability to Disordered Systems' held at ZiF--Center for Interdisciplinary Research, Bielefeld University, Germany, 1-13 August 2022

R2 v1 2026-06-25T01:19:03.470Z