Portelli B, Holdsworth P C, Sellitto M, Bramwell S T
Laboratoire de Physique, Ecole Normale Supérieure, 46 Allée d'Italie, F-69364 Lyon Cedex 07, France.
Phys Rev E Stat Nonlin Soft Matter Phys. 2001 Sep;64(3 Pt 2):036111. doi: 10.1103/PhysRevE.64.036111. Epub 2001 Aug 27.
We calculate the probability density function for the order-parameter fluctuations in the low-temperature phase of the two-dimensional XY model of magnetism near the line of critical points. A finite correlation length xi, is introduced with a small magnetic field h, and an expression for xi(h) is developed by treating nonlinear contributions to the field energy using a Hartree approximation. We find analytically a series of universal non-Gaussian distributions of the finite-size scaling form P(m,L,xi) approximately L(beta/nu)P(L)(mL(beta/nu),xi/L) and present a function of the form P(x) approximately exp[x-exp(x)] that gives the probability density functions to an excellent approximation. We propose a(h) as an indirect measure of the length scale of correlations in a wide range of complex systems.
我们计算了临界点线附近二维XY磁性模型低温相序参量涨落的概率密度函数。通过引入一个小磁场(h)来定义有限关联长度(\xi),并使用哈特里近似处理场能的非线性贡献来推导(\xi(h))的表达式。我们通过解析得到了一系列有限尺寸标度形式(P(m,L,\xi)\approx L^{\beta/\nu}P(L)(mL^{\beta/\nu},\xi/L))的通用非高斯分布,并给出了一个形式为(P(x)\approx[\exp(x - \exp(x))]^{a(h)})的函数,它能很好地近似概率密度函数。我们提出(a(h))作为广泛复杂系统中关联长度尺度的间接度量。