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Upper tail large deviation for the first passage time in the frog model on ZdZ^d with d≥2d\geq 2

Van Hao Can, Naoki Kubota, Shuta Nakajima

Source record

Source: arXiv

Published: Oct 10, 2026

arXiv: 2610.14678

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Source abstract

We study upper tail large deviations for the first passage time in the frog model on Zd\mathbb Z^d, d≥2d\ge 2. Let T(0,x)\mathrm{T}(0,x) denote the first time at which the infection, started from the origin, reaches xx, and let μμ be the associated time constant. We prove that, for any Euclidean unit vector v∈Rdv\in\mathbb R^d and ξ>0ξ>0, lim⁡n→∞−1sd(n)log⁡P(T(0,⌊nv⌋)≥(μ(v)+ξ)n)=rdξ, \lim_{n\to\infty} -\frac{1}{\mathfrak{s}_d(n)} \log \mathbb{P}\bigl(\mathrm{T}(0,\lfloor nv\rfloor) \ge (μ(v)+ξ)n\bigr) =\mathfrak{r}_dξ, where s2(n)=n/log⁡n\mathfrak s_2(n)=n/\log n and r2=π\mathfrak r_2=π for d=2d=2; sd(n)=n\mathfrak s_d(n)=n and rd\mathfrak r_d is the escape probability of simple random walk for d≥3d\ge3. Moreover, on the upper tail large deviation event, we show that a certain slowdown mechanism occurs near the endpoint. To rule out other mechanisms, we analyze the growth of the infection near the starting point using a modified exploration process, and investigate its propagation through the intermediate region using the renormalization and covering arguments.

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Upper tail large deviation for the first passage time in the frog model on $Z^d$ with $d\geq 2$ — Mathematical Frontier Network