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Percolation on sites visited by continuous random walks in a simple cubic lattice

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  • Jang, Hoseung
  • Yu, Unjong

Abstract

We investigate the percolation on sites visited by random walks with fixed step lengths in a simple cubic lattice, where the random walker moves in continuous space. Using the Newman–Ziff algorithm combined with finite-size scaling analysis, we calculate the percolation threshold and critical exponents ν, β, and γ for various step lengths. Our results reveal that the values of these exponents depend on the step length l. Specifically, for 2≤l≤3, the critical exponents align with those of the percolation models based on discrete random walks in three dimensions, and gradually transform to the values of the ordinary three-dimensional site percolation as l increases. We analyze that these changes occur because the correlation function varies with the step length l. Moreover, we confirm that the hyperscaling relation νd=2β+γ is valid, despite the variation in the critical exponents.

Suggested Citation

  • Jang, Hoseung & Yu, Unjong, 2025. "Percolation on sites visited by continuous random walks in a simple cubic lattice," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 678(C).
  • Handle: RePEc:eee:phsmap:v:678:y:2025:i:c:s0378437125006272
    DOI: 10.1016/j.physa.2025.130975
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    References listed on IDEAS

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    1. M. E. J. Newman & R. M. Ziff, 2001. "A Fast Monte Carlo Algorithm for Site or Bond Percolation," Working Papers 01-02-010, Santa Fe Institute.
    2. S. Davis & P. Trapman & H. Leirs & M. Begon & J. A. P. Heesterbeek, 2008. "The abundance threshold for plague as a critical percolation phenomenon," Nature, Nature, vol. 454(7204), pages 634-637, July.
    3. Jang, Hoseung & Yu, Unjong, 2024. "Phase transitions in the node, edge, bootstrap, and diffusion percolation models on the Sierpiński carpet," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 655(C).
    4. Jang, Hoseung & Yu, Unjong, 2019. "Universality class of the percolation in two-dimensional lattices with distortion," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 527(C).
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