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N-Point Correlations in CDM and ΩCDM Simulations

机译:CDM和ΩCDM仿真中的N点关联

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Higher order statistics are investigated in Ω cold dark matter (CDM) universes by analyzing 500 h-1 Mpc high-resolution tree N-body simulations with both Ω=1 and Ω1. The amplitudes of the N-point correlation functions are calculated from moments of counts-in-cells determined by a pair of new algorithms especially developed for large simulations. This approach enables massive oversampling with 109-1014 cells for accurate determination of factorial moments from up to 47 million particles in the scale range of 8 h-1 kpc-125 h-1 Mpc. Thorough investigation shows that there are three scale ranges in the simulations: ≥8 h-1 Mpc, a weakly nonlinear regime where perturbation theory applies with utmost precision; 1-8 h-1 Mpc, the nonlinear plateau; and finally ≤1 h-1 Mpc, a regime where dynamical discreteness effects dominate the higher order statistics. In the physically relevant range of 1-125 h-1 Mpc the results (1) confirm the validity of perturbation theory in the weakly nonlinear regime; (2) establish the existence of a plateau in the highly nonlinear regime similar to the one observed in scale-free simulations; (3) show extended perturbation theory to be an excellent approximation for the nonlinear regime; (4) find the time-dependence of the SN's to be negligible in both regimes; (5) in comparison with similar measurements in the Edinburgh-Durham Southern Galaxy Catalog survey, strongly support Ω1 with no biasing; and (6) show that the formulae of Szapudi and Colombi provide a good approximation for errors on higher order statistics measured in N-body simulations.
机译:通过分析Ω= 1和Ω<1的500 h-1 Mpc高分辨率树N体模拟,研究了Ω冷暗物质(CDM)宇宙中的高阶统计量。 N点相关函数的幅度是根据单元计数的矩计算的,该单元计数是由一对专门为大型仿真开发的新算法确定的。这种方法可对109-1014个细胞进行大规模过采样,以准确测定8 h-1 kpc-125 h-1 Mpc范围内多达4700万个粒子的阶乘矩。全面的研究表明,模拟中存在三个尺度范围:≥8h-1 Mpc,一种弱非线性状态,其中扰动理论以最高的精度适用; 1-8 h-1 Mpc,非线性平台;最终≤1 h-1 Mpc,在这种状态下,动态离散效应支配着高阶统计量。在1-125 h-1 Mpc的物理相关范围内,结果(1)证实了微弱非线性状态下微扰理论的有效性; (2)在高度非线性的状态下建立平台的存在,类似于在无标度模拟中观察到的状态; (3)证明了扩展摄动理论是非线性状态的一个很好的近似。 (4)发现在两种情况下,SN的时间依赖性都可以忽略不计; (5)与爱丁堡-达勒姆南部银河目录调查中的类似测量结果相比,强烈支持Ω<1,且无偏差; (6)表明,Szapudi和Colombi的公式为N体模拟中测得的高阶统计量的误差提供了很好的近似值。

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