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Fractal Configurations of the Two- and Three-Dimensional Ising Models at the Critical Point
Author(s) -
Nobuyasu Ito,
M. Suzuki
Publication year - 1987
Publication title -
progress of theoretical physics
Language(s) - English
Resource type - Journals
eISSN - 1347-4081
pISSN - 0033-068X
DOI - 10.1143/ptp.77.1391
Subject(s) - ising model , physics , critical exponent , fractal , monte carlo method , critical point (mathematics) , curse of dimensionality , statistical physics , square lattice , fractal dimension , critical phenomena , percolation (cognitive psychology) , lattice (music) , condensed matter physics , percolation critical exponents , mathematical physics , phase transition , mathematics , mathematical analysis , statistics , neuroscience , acoustics , biology
The fractal structure of the Ising model at the critical point Tc is studied in the present paper. The fractal dimensionality D of the total magnetization at Tc was estimated numerically as D = 1.86 ±O.Ol for the two-dimensional square lattice and D=2.46±O.Ol for the three-dimensional simple cubic lattice by Monte Carlo simulations. These values agree very well with the value D=1.875 obtained from the exact critical exponents and D=2.48 obtained from the known critical exponents, re ~pectively, through the relation D=d-fJ/v=(d+r/v)/2. This fractalness yields the hyperscaling relation dv=2fJ+r. It was also observed how the fractal nature of the relevant system disappears as the system deviates from the critical point. The dimensionality d of the relevant lattice is observed at temperatures lower than Tc and the random percolation value d/2 at higher temperatures.

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