论文标题

利用Subhalos的人口统计数据寻找歼灭暗物质

Harnessing the Population Statistics of Subhalos to Search for Annihilating Dark Matter

论文作者

Somalwar, Jean J., Chang, Laura J., Mishra-Sharma, Siddharth, Lisanti, Mariangela

论文摘要

银河系的暗物质光环预计将容纳许多低质量的Subhalos,而没有可检测到的相关恒星组件。除非它们的暗物质将其歼灭到可见的状态(例如光子),否则这种Subhalos是不可见的。识别候选Subhalos的既定方法之一是搜索具有与暗物质期望一致的特性的单个无关的伽马射线源。但是,为任何此类候选人来说,坚强地排除天体物理起源是具有挑战性的。在这项工作中,我们提出了一种互补的方法,该方法利用了有关Subhalos的整个人群的信息 - 例如它们在银河系中的空间和质量分布,以搜索消灭暗物质的信号。使用模拟数据,我们表明,Subhalos的集体发射可以独特地印在观察到的光子的统计数据上,即使单个Subhalos可能太暗了,无法独自解决。此外,我们证明,对于我们考虑的模型,即使面对未解决的天体物理点源发射,也可以识别信号。这为Subhalos建立了一种新的搜索技术,该技术是与已建立的方法互补的,并且可能会使用诸如Fermi大面积望远镜和Cherenkov望远镜阵列等观测值的伽马射线暗物质搜索具有重要的后果。

The Milky Way's dark matter halo is expected to host numerous low-mass subhalos with no detectable associated stellar component. Such subhalos are invisible unless their dark matter annihilates to visible states such as photons. One of the established methods for identifying candidate subhalos is to search for individual unassociated gamma-ray sources with properties consistent with the dark matter expectation. However, robustly ruling out an astrophysical origin for any such candidate is challenging. In this work, we present a complementary approach that harnesses information about the entire population of subhalos---such as their spatial and mass distribution in the Galaxy---to search for a signal of annihilating dark matter. Using simulated data, we show that the collective emission from subhalos can imprint itself in a unique way on the statistics of observed photons, even when individual subhalos may be too dim to be resolved on their own. Additionally, we demonstrate that, for the models we consider, the signal can be identified even in the face of unresolved astrophysical point-source emission of extragalactic and Galactic origin. This establishes a new search technique for subhalos that is complementary to established methods, and that could have important ramifications for gamma-ray dark matter searches using observatories such as the Fermi Large Area Telescope and the Cherenkov Telescope Array.

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