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Critical phenomena on scale-free networks: Logarithmic corrections and scaling functions

机译:无标度网络上的关键现象:对数校正和标度函数

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摘要

In this paper, we address the logarithmic corrections to the leading power laws that govern thermodynamic quantities as a second-order phase transition point is approached. For phase transitions of spin systems on d-dimensional lattices, such corrections appear at some marginal values of the order parameter or space dimension. We present scaling relations for these exponents. We also consider a spin system on a scale-free network which exhibits logarithmic corrections due to the specific network properties. To this end, we analyze the phase behavior of a model with coupled order parameters on a scale-free network and extract leading and logarithmic correction-to-scaling exponents that determine its field and temperature behavior. Although both nontrivial sets of exponents emerge from the network structure rather than from the spin fluctuations they fulfill the respective thermodynamic scaling relations. For the scale-free networks the logarithmic corrections appear at marginal values of the node degree distribution exponent. In addition we calculate scaling functions, which also exhibit nontrivial dependence on intrinsic network properties.
机译:在本文中,我们将对主导热力学量的主导功率定律进行对数校正,方法是接近二阶相变点。对于自旋系统在d维晶格上的相变,此类校正出现在阶数参数或空间维数的某些边际值处。我们介绍这些指数的比例关系。我们还考虑了无标度网络上的自旋系统,由于特定的网络属性,该系统表现出对数校正。为此,我们在无标度网络上分析了具有耦合阶数参数的模型的相行为,并提取了确定其场和温度行为的超前和对数校正比例缩放指数。尽管两个非平凡的指数集都从网络结构中出现,而不是从自旋涨落中出现,但它们都满足了各自的热力学比例关系。对于无标度网络,对数校正出现在节点度分布指数的边际值处。此外,我们计算缩放函数,这些缩放函数还表现出对内部网络属性的非平凡依赖。

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