P. Monceau et al., MAGNETIC CRITICAL-BEHAVIOR OF THE ISING-MODEL ON FRACTAL STRUCTURES, Physical review. B, Condensed matter, 58(10), 1998, pp. 6386-6393
The critical temperature and the set of critical exponents (beta, gamm
a, nu) of the Ising model on a fractal structure, namely the Sierpinsk
i carpet, are calculated from a Monte Carlo simulation based on the Wo
lff algorithm together with the histogram method and finite-size scali
ng. Both cases of periodic boundary conditions and free edges are inve
stigated. The calculations have been done up to the seventh iteration
step of the fractal structure. The results show that, although the str
ucture is not translationally invariant, the scaling behavior of therm
odynamical quantities is conserved, which gives a meaning to the finit
e-size analysis. Although some discrepancies in the values of the crit
ical exponents occur between periodic boundary conditions and free edg
es, the effective dimension obtained through the Rushbrooke and Joseph
son's scaling law have the same value in both cases. This value is sli
ghtly but significantly different from the fractal dimension.