Maximal flow through thin boxes with heavy-tailed capacities

Kesten's law of large numbers for the maximal flow $\Phi$ from the bottom to the top of a box $[0,k]\times[0,l]\times[0,m]$ in $\mathbb{Z}^3$ with i.i.d. capacities assumes a finite exponential moment, and Auffinger, Damron and Hanson ask whether the limit of $\Phi/(kl)$ exists without it. We show that without a replacement moment condition it need not. For every height function $m(N)$ with $\liminf m(N)/\log N=0$ there is a capacity law with no atom at $0$ such that $\limsup\Phi/N^{d-1}=+\infty$ almost surely in the boxes $[0,N]^{d-1}\times[0,m(N)]$ of $\mathbb{Z}^d$, $d\ge2$. The heights may tend to infinity, for instance as $(\log N)^{1/2}$, and so lie inside Kesten's range. For heights with $m(N)/\log N\to\infty$, Rossignol and Théret proved convergence to a finite flow constant for every capacity law; for the laws constructed here the limit therefore depends on how fast the height grows.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-08
DOI
https://doi.org/10.5281/zenodo.24064354
Primary Topic
Stochastic processes and statistical mechanics
Type
preprint
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preprint

Maximal flow through thin boxes with heavy-tailed capacities

Yitzchak Shmalo
Zenodo (CERN European Organization for Nuclear Research)
Stochastic processes and statistical mechanics
preprint

Maximal flow through thin boxes with heavy-tailed capacities

Yitzchak Shmalo
preprint en

Abstract

Kesten's law of large numbers for the maximal flow $\Phi$ from the bottom to the top of a box $[0,k]\times[0,l]\times[0,m]$ in $\mathbb{Z}^3$ with i.i.d. capacities assumes a finite exponential moment, and Auffinger, Damron and Hanson ask whether the limit of $\Phi/(kl)$ exists without it. We show that without a replacement moment condition it need not. For every height function $m(N)$ with $\liminf m(N)/\log N=0$ there is a capacity law with no atom at $0$ such that $\limsup\Phi/N^{d-1}=+\infty$ almost surely in the boxes $[0,N]^{d-1}\times[0,m(N)]$ of $\mathbb{Z}^d$, $d\ge2$. The heights may tend to infinity, for instance as $(\log N)^{1/2}$, and so lie inside Kesten's range. For heights with $m(N)/\log N\to\infty$, Rossignol and Théret proved convergence to a finite flow constant for every capacity law; for the laws constructed here the limit therefore depends on how fast the height grows.

Zenodo (CERN European Organization for Nuclear Research)
Hebrew University of Jerusalem (IL)
Stochastic processes and statistical mechanics
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