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Science China Physics Mechanics and Astronomy

Finite-size scaling of correlation functions in finite systems

Xin Zhang, Gaoke Hu, Yongwen Zhang, XiaoTeng Li, Xiaosong Chen

Published Oct 8, 2018• 15 citations
Publisher
DOI
10.1007/s11433-018-9266-x

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We propose the finite-size scaling of correlation function in a finite system near its critical point. At a distance r{\bf r}r in the finite system with size LLL, the correlation function can be written as the product of ∣r∣−(d−2+η)|{\bf r}|^{-(d-2+η)}∣r∣−(d−2+η) and its finite-size scaling function of variables r/L{\bf r}/Lr/L and tL1/νtL^{1/ν}tL1/ν, where t=(T−Tc)/Tct=(T-T_c)/T_ct=(T−Tc​)/Tc​. The directional dependence of correlation function is nonnegligible only when ∣r∣|{\bf r}|∣r∣ becomes compariable with LLL. This finite-size scaling of correlation function has been confirmed by correlation functions of the Ising model and the bond percolation in two-diemnional lattices, which are calculated by Monte Carlo simulation. We can use the finite-size scaling of correlation function to determine the critical point and the critical exponent ηηη.
The finite-size scaling functions of thermodynamic functions in anisotropic systems have been shown to be dependent on the spatial anisotropy [X.S. Chen and V. Dohm, Phys. Rev. E 70, 056136 (2004)]. Here we extend this study to the correlation length ξ‖ of the anisotropic O (n) symmetric φ4 model in an Ld−1 × ∞ cylindric geometry with periodic boundary conditions. We calculate the exact finite-size scaling function of correlation length ξ‖ for T ≥ Tc in 2 < d < 4 dimensions and in the limit n → ∞. The finite-size scaling function of ξ‖ is dependent on a normalized symmetric (d − 1) × (d − 1) matrix defined by the anisotropy matrix of anisotropic systems.