The deterministic limiting velocity conjecture for stationary ergodic random environments

Let (Xn)n0(X_n)_{n\geq 0} be a random walk in a stationary ergodic environment on Zd\mathbb{Z}^d. A deterministic limiting velocity is a vector vv such that

Xnnv\frac{X_n}{n}\to v

for almost every realisation of the environment. The deterministic limiting velocity conjecture. There exists a deterministic vector vv such that

Xnnv\frac{X_n}{n}\to v

for almost every realisation of the environment. The paper presents this as the law-of-large-numbers problem for stationary ergodic random walks in random environments and claims to establish it affirmatively under additional assumptions; the unrestricted formulation is the motivating conjecture.

Sources & referencesView supporting material

Primary source

Ayan Ghosh, “Ergodic Theorems for Random Walks in Random Environments”, arXiv:2601.04161 (2026).

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