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Physical Review E

Surface critical phenomena in three-dimensional percolation

Youjin Deng, Henk W. J. Blöte

Published Jan 12, 2005• 11 citations
Publisher

Abstract

Using Monte Carlo methods and finite-size scaling, we investigate surface critical phenomena in the bond-percolation model on the simple-cubic lattice with two open surfaces in one direction. We decompose the whole lattice into percolation clusters and sample the surface and bulk dimensionless ratios Q1 and Qb, defined on the basis of the moments of the cluster-size distribution. These ratios are used to determine critical points. At the bulk percolation threshold pbc, we determine the surface bond-occupation probability at the special transition as p(s)1c = 0.418 17(2), and further obtain the corresponding surface thermal and magnetic exponents as y(s)t1 = 0.5387(2) and y(s)h1 = 1.8014(6), respectively. Next, from the pair correlation function on the surfaces, we determine y(o)h1 = 1.0246(4) and y(e)h1 = 1.25(6) for the ordinary and the extraordinary transition, respectively, of which the former is consistent with the existing result y(o)h1 = 1.024(4). We also numerically derive the line of surface phase transitions occurring at pb < pbc, and determine the pertinent asymptotic values of the universal ratios Q1 and Qb.

DOI
10.1103/physreve.71.016117

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Using Monte Carlo methods and finite-size scaling, we investigate surface critical phenomena in the bond-percolation model on the simple-cubic lattice with two open surfaces in one direction. We decompose the whole lattice into percolation clusters and sample the surface and bulk dimensionless ratios Q1 and Qb, defined on the basis of the moments of the cluster-size distribution. These ratios are used to determine critical points. At the bulk percolation threshold pbc, we determine the surface bond-occupation probability at the special transition as p(s)1c = 0.418 17(2), and further obtain the corresponding surface thermal and magnetic exponents as y(s)t1 = 0.5387(2) and y(s)h1 = 1.8014(6), respectively. Next, from the pair correlation function on the surfaces, we determine y(o)h1 = 1.0246(4) and y(e)h1 = 1.25(6) for the ordinary and the extraordinary transition, respectively, of which the former is consistent with the existing result y(o)h1 = 1.024(4). We also numerically derive the line of surface phase transitions occurring at pb < pbc, and determine the pertinent asymptotic values of the universal ratios Q1 and Qb.
Using Monte Carlo methods and finite-size scaling, we investigate surface criticality in the O(n)\mathrm{O}(n)O(n) models on the simple-cubic lattice with n=1n=1n=1, 2, and 3, i.e., the Ising, XYXYXY, and Heisenberg models. For the critical couplings we find Kc(n=2)=0.4541659{K}_{\mathrm{c}}(n=2)=0.454\phantom{\rule{0.2em}{0ex}}1659Kc​(n=2)=0.4541659 (10) and Kc(n=3)=0.693003{K}_{\mathrm{c}}(n=3)=0.693\phantom{\rule{0.2em}{0ex}}003Kc​(n=3)=0.693003 (2). We simulate the three models with open surfaces and determine the surface magnetic exponents at the ordinary transition to be yh1(o)=0.7374(15){y}_{h1}^{(\mathrm{o})}=0.7374\phantom{\rule{0.2em}{0ex}}(15)yh1(o)​=0.7374(15), 0.781 (2), and 0.813 (2) for n=1n=1n=1, 2, and 3, respectively. Then we vary the surface coupling K1{K}_{1}K1​ and locate the so-called special transition at ${\ensuremath{\kappa}}_{\mathrm{c}}(n=1)=0.502\phantom{\rule{0.2em}{0ex}}14$ (8) and ${\ensuremath{\kappa}}_{\mathrm{c}}(n=2)=0.6222$ (3), where $\ensuremath{\kappa}={K}_{1}∕K\ensuremath{-}1$. The corresponding surface thermal and magnetic exponents are yt1(s)=0.715{y}_{t1}^{(\mathrm{s})}=0.715yt1(s)​=0.715 (1) and yh1(s)=1.636{y}_{h1}^{(\mathrm{s})}=1.636yh1(s)​=1.636 (1) for the Ising model, and yt1(s)=0.608{y}_{t1}^{(\mathrm{s})}=0.608yt1(s)​=0.608 (4) and yh1(s)=1.675{y}_{h1}^{(\mathrm{s})}=1.675yh1(s)​=1.675 (1) for the XYXYXY model. Finite-size corrections with an exponent close to $\ensuremath{-}1∕2$ occur for both models. Also for the Heisenberg model we find substantial evidence for the existence of a special surface transition.
We investigate the site-percolation problem on the square and simple-cubic lattices by means of a Monte Carlo algorithm that in fact simulates systems with size ${L}^{d\ensuremath{-}1}\ifmmode\times\else\texttimes\fi{}\ensuremath{\infty}$, where LLL specifies the linear system size. This algorithm can be regarded either as an extension of the Hoshen-Kopelman method or as a special case of the transfer-matrix Monte Carlo technique. Various quantities, such as the magnetic correlation function, are sampled in the finite directions of the above geometry. Simulations are arranged such that both bulk and surface quantities can be sampled. On the square lattice, we locate the percolation threshold at pc=0.5927465(4){p}_{c}=0.592\phantom{\rule{0.2em}{0ex}}746\phantom{\rule{0.2em}{0ex}}5(4)pc​=0.5927465(4), and determine two universal quantities as Qgbc=0.93034(1){Q}_{gbc}=0.930\phantom{\rule{0.2em}{0ex}}34(1)Qgbc​=0.93034(1) and Qgsc=0.79372(3){Q}_{gsc}=0.793\phantom{\rule{0.2em}{0ex}}72(3)Qgsc​=0.79372(3), which are associated with bulk and surface correlations, respectively. These values agree well with the exact values ${2}^{\ensuremath{-}5∕48}$ and ${2}^{\ensuremath{-}1∕3}$, respectively, which follow from conformal invariance. On the simple-cubic lattice, we locate the percolation threshold at pc=0.3116077(4){p}_{c}=0.311\phantom{\rule{0.2em}{0ex}}607\phantom{\rule{0.2em}{0ex}}7(4)pc​=0.3116077(4). We further determine the bulk thermal and magnetic exponents as yt=1.1437(6){y}_{t}=1.1437(6)yt​=1.1437(6) and yh=2.5219(2){y}_{h}=2.5219(2)yh​=2.5219(2), respectively, and the surface magnetic exponent at the ordinary phase transition as yhs(o)=1.0248(3){y}_{hs}^{(\mathrm{o})}=1.0248(3)yhs(o)​=1.0248(3).
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Using suitable Monte Carlo methods and finite-size scaling, we investigate critical and tricritical surface phenomena of two-dimensional Potts models. For the critical two- and three-state models, we determine a surface scaling dimension describing percolation properties of the so-called Potts clusters near the edges. On this basis, we propose an exact expression describing this exponent for the whole critical branch. For tricritical Potts models we find that varying the surface coupling constant or the surface magnetic field can induce a continuous phase transition. At bulk tricriticality and sufficiently strong surface couplings, spontaneous one-dimensional order occurs on the edges. We determine several critical exponents describing these edge transitions. On the basis of these results and conformal field theory, we conjecture exact expressions for these exponents.
We study the special point in the phase diagram of a semi-infinite system where the bulk transition is in the three-dimensional Ising universality class. To this end we performed a finite-size-scaling study of the improved Blume-Capel model on the simple cubic lattice with two different types of surface interaction. In order to check for the effect of leading bulk corrections we also simulated the spin-1/2 Ising model on the simple cubic lattice. We accurately estimated the surface enhancement coupling at the special point of these models. We find yt1=0.718(2){y}_{{t}_{1}}=0.718(2)yt1​​=0.718(2) and yh1=1.6465(6){y}_{{h}_{1}}=1.6465(6)yh1​​=1.6465(6) for the surface renormalization group exponents of the special transition. These results are compared with previous ones obtained by using field-theoretic methods and Monte Carlo simulations of the spin-1/2 Ising model. Furthermore, we study the behavior of the surface transition near the special point, and finally we discuss films with special boundary conditions at one surface and fixed ones at the other.