Critical exponents and universal excess cluster number of percolation in four and five dimensions
Abstract
We study critical bond percolation on periodic four-dimensional (4D) and five-dimensional (5D) hypercubes by Monte Carlo simulations. By classifying the occupied bonds into branches, junctions and non-bridges, we construct the whole, the leaf-free and the bridge-free clusters using the breadth-first search algorithm. From the geometric properties of these clusters, we determine a set of four critical exponents, including the thermal exponent yt ≡ 1 ∕ ν , the fractal dimension df, the backbone exponent dB and the shortest-path exponent dmin. We also obtain an estimate of the excess cluster number b which is a universal quantity related to the finite-size scaling of the total number of clusters. The results are yt = 1 . 461(5) , df = 3 . 044 6(7) , dB = 1 . 984 4(11) , dmin = 1 . 604 2(5) , b = 0 . 62(1) for 4D; and yt = 1 . 743(10) , df = 3 . 526 0(14) , dB = 2 . 022 6(27) , dmin = 1 . 813 7(16) , b = 0 . 62(2) for 5D. The values of the critical exponents are compatible with or improving over the existing estimates, and those of the excess cluster number b have not been reported before. Together with the existing values in other spatial dimensions d, the d-dependent behavior of the critical exponents is obtained, and a local maximum of dB is observed near d ≈ 5 . It is suggested that, as expected, critical percolation clusters become more and more dendritic as d increases.
- Publication:
-
Physica A Statistical Mechanics and its Applications
- Pub Date:
- October 2021
- DOI:
- 10.1016/j.physa.2021.126124
- arXiv:
- arXiv:2004.11289
- Bibcode:
- 2021PhyA..58026124Z
- Keywords:
-
- Critical phenomena;
- Percolation;
- Critical exponents;
- Excess cluster number;
- Condensed Matter - Statistical Mechanics
- E-Print:
- 11 pages, 10 figures