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Clustering properties of d-dimensional overlapping spheres

机译:d维重叠球的聚类性质

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摘要

Various clustering properties of d-dimensional overlapping (i.e., Poisson distributed) spheres are investigated. We evaluate n(k), the average number of connected clusters of k particles (called k-mers) per unit particle, for k=2,3,4 and nu(k), the expected volume of a k-mer, for k=2,3,4 by using our general expressions for these quantities for d=1, 2, or 3. We use these calculations to obtain low-density expansions of various averaged cluster numbers and volumes, which can be obtained from the n(k) and nu(k). We study the behavior of these cluster statistics as the percolation threshold is approached from below, and we rigorously show that two of these averaged quantities do not diverge for d greater than or equal to 2.
机译:研究了d维重叠(即Poisson分布)球的各种聚类特性。对于k = 2,3,4,我们评估n(k),即每单位粒子的k个粒子(称为k-mers)的连接簇的平均数目;对于n-k,k-mer的预期体积,通过使用我们的d = 1、2或3的这些量的通用表达式,k = 2,3,4。我们使用这些计算来获得各种平均簇数和体积的低密度展开式,可以从n中获得(k)和nu(k)。当从下面接近渗漏阈值时,我们研究了这些聚类统计的行为,并且我们严格地表明,这些平均数量中的两个在d大于或等于2时不会发散。

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