English

Loewner--Kufarev entropy and large deviations of the Hastings--Levitov model

Probability 2025-12-03 v1 Complex Variables

Abstract

We consider the Hastings--Levitov HL(0) model in the small particle scaling limit and prove a large deviation principle. The rate function is given by the relative entropy of the driving measure ρ\rho for the Loewner--Kufarev equation: H(ρ)=12πρˉt(θ)logρˉt(θ)dθdt, H(\rho) = \frac{1}{2\pi}\iint \bar{\rho}_t(\theta) \log \bar{\rho}_t(\theta) d\theta dt, whenever ρ=ρˉtdθdt/2π\rho = \bar{\rho}_t d\theta dt/2\pi with S1ρˉtdθ/2π=1\int_{S^1} \bar{\rho}_t d\theta/2\pi = 1. We investigate the class of shapes that can be generated by finite entropy Loewner evolution and show that it contains all Weil-Petersson quasicircles, all Becker quasicircles, a Jordan curve with a cusp, and a non-simple curve. We also consider the problem of finding a measure of minimal entropy generating a given shape as well as a simplified version of the problem for a related transport equation.

Keywords

Cite

@article{arxiv.2512.02855,
  title  = {Loewner--Kufarev entropy and large deviations of the Hastings--Levitov model},
  author = {Nathanaël Berestycki and Vladislav Guskov and Fredrik Viklund},
  journal= {arXiv preprint arXiv:2512.02855},
  year   = {2025}
}

Comments

31 pages, 5 figures