Two-point functions of random-length random walk on high-dimensional boxes

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT(2024)

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摘要
We study the two-point functions of a general class of random-length random walks (RLRWs) on finite boxes in Z(d) with d >= 3 , and provide precise asymptotics for their behaviour. We show that in a finite box of side length L, the two-point function is asymptotic to the infinite-lattice two-point function when the typical walk length is o(L-2) , but develops a plateau when the typical walk length is Omega(L-2) . We also numerically study walk length moments and limiting distributions of the self-avoiding walk and Ising model on five-dimensional tori, and find that they agree asymptotically with the known results for the self-avoiding walk on the complete graph, both at the critical point and also for a broad class of scaling windows/pseudocritical points. Furthermore, we show that the two-point function of the finite-box RLRW, with walk length chosen via the complete graph self-avoiding walk, agrees numerically with the two-point functions of the self-avoiding walk and Ising model on five-dimensional tori. We conjecture that these observations in five dimensions should also hold in all higher dimensions.
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关键词
upper critical dimension,finite-size scaling,Ising model,self-avoiding walk,two-point function
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