Under general decay conditions on long-range interactions, the supercritical contact process on Z^d remains supercritical after truncation and the probability of never recovering is continuous.
Continuity of the critical value and a shape theorem for long-range percolation
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abstract
Consider supercritical long-range percolation on $\Z^d$ where two vertices $x,y \in \Z^d$ are connected with probability asymptotic to $\|x-y\|^{-s}$ for some $s>2d$. Conditioned that the origin is in the infinite cluster, we prove a shape theorem for the set of points that can be reached within $n$ steps from the origin. As part of the proof, we show that for long-range percolation with polynomially decaying connection probabilities in dimensions $d\geq 2$, the critical value depends continuously on the precise specifications of the model.
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The truncation property and continuity for the long-range contact process on $\mathbb{Z}^d$
Under general decay conditions on long-range interactions, the supercritical contact process on Z^d remains supercritical after truncation and the probability of never recovering is continuous.