This article demonstrates phase transitions in percolation models on stretched lattices, indicating a flexible approach to model analysis.
In this article, we consider a variety of percolation models on randomly stretched lattices. The first model we study is constructed on the usual square grid Z² Z 2 , keeping all vertices untouched while erasing edges according to the following procedure: for every integer i , the entire column of vertical edges contained in the line \ x = i \ { x = i } is removed independently of other columns with probability ρ > 0 ρ > 0 . Similarly, for every integer j , the entire row of horizontal edges contained in the line \ y = j\ { y = j } is removed independently of other rows with probability ρ ρ . On the remaining random lattice, we perform Bernoulli bond percolation. Our main contribution is an alternative proof that the model undergoes a nontrivial phase transition, a result which was earlier established by Hoffman. The main novelty of our work is that the dynamic renormalization employed earlier is now replaced by a static version, which is easier to master and more robust to extend to different models. We emphasize the flexibility of our methods by showing the non-triviality of the phase transition for a new oriented percolation model in a random environment as well as for a model previously investigated by Kesten, Sidoravicius and Vares. In addition, we prove a result about the sensitivity of the phase transition with respect to the stretching mechanism and provide a list of open problems that could be explored using our techniques.
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Hilário et al. (2026) studied this question.
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