论文标题
星系如何在极密密度的环境中填充光晕?对SDS中光环职业分布的分析
How do galaxies populate halos in extreme density environments? An analysis of the Halo Occupation Distribution in SDSS
论文作者
论文摘要
储层计算是预测湍流的有力工具,其简单的架构具有处理大型系统的计算效率。然而,其实现通常需要完整的状态向量测量和系统非线性知识。我们使用非线性投影函数将系统测量扩展到高维空间,然后将其输入到储层中以获得预测。我们展示了这种储层计算网络在时空混沌系统上的应用,该系统模拟了湍流的若干特征。我们表明,使用径向基函数作为非线性投影器,即使只有部分观测并且不知道控制方程,也能稳健地捕捉复杂的系统非线性。最后,我们表明,当测量稀疏、不完整且带有噪声,甚至控制方程变得不准确时,我们的网络仍然可以产生相当准确的预测,从而为实际湍流系统的无模型预测铺平了道路。
Recent works have shown that the properties of galaxy populations in dark matter halos vary with large-scale environments. These results suggest a variation in the halo occupation distribution (HOD) in extreme density environments. To analyse these effects, we identify cosmic voids and future virialised structures (FVS) in the SDSS-DR12 and estimate the HOD within these superstructures using group catalogues as dark matter halo proxies. Our goal is to use observational galaxy data to characterise the HOD within voids and FVS, explore the different properties of these galaxies populations and compare them with the general results outside these superstructures. Using a galaxy group catalogue we compute the HOD within both types of superstructures. We also study the dependence on the results on the main void and FVS properties. We also analysed the mean stellar age of the galaxies inside these regions. In all cases, we compare the results with those derived from the Field sample. Inside voids, we find a strong decrease in HOD concerning the Field results. The mean number of satellites fall to 50%. Inside FVS, the HOD shows a significant increase to the Field, with a 40% excess in the mean number of satellites. In both regions, the differences with respect to the Field increases for the extreme values of the density environments. We obtain no signs of variations related to intrinsic characteristics of voids and FVS. We find that the cumulative distribution of the mean age of stars of the central galaxy also varies in these regions. Finally, we explore the HOD for the 25% youngest (oldest) galaxies. We find that for the low-mass groups the youngest galaxies are only present inside voids. On the other hand, for the high-mass groups the FVS environments show the same increase in the HOD concerning the Field. We find that cosmic voids lack of oldest galaxies.