Logarithmic-scale speed at the zero-speed boundary

Characterize the phase transition in the logarithmic-scale speed \(\lim_{n\to\infty}\log |X_n|/\log n\) for a transient random walk in a random environment on \(\mathbb{Z}^+\) when the limiting harmonic parameter satisfies \(s_w=1\), particularly at the environmental exponent value \(\alpha=1\), under Conditions A and B.

Background

For the half-line Z+\mathbb{Z}^+, the paper establishes the ballistic speed formula when sw<1s_w<1 under a regularity condition and explains that the walk can be transient but have zero speed when sw≥1s_w\geq 1. A multiplicative-cascade example yields the borderline case sw=1s_w=1, motivating a conjecture about the logarithmic growth rate of the walk. The proposed transition is expected to occur primarily at the value α=1\alpha=1.

References

Based on that point and the polynomial growth of some branching processes frequently used to study hitting time, we make the following conjecture. When $s_w=1$ under conditions A and B, then $\alpha$ determines a phase transition in the logarithmic scale speed, $\lim_n \dfrac{\log |X_n|}{\log n}$, of an RWRE in $\mathbb{Z}+$; this occurs primarily at the value of $\alpha=1$.

— Random walk in a non-homogeneous random environment on some random trees and the non-negative integers  (2609.30648 - Oraby et al., 25 Sep 2026) in Conjecture 1, immediately following the discussion of the multiplicative-cascade example