论文标题

使用种群模型评估一致中微子检测

Assessing coincident neutrino detections using population models

论文作者

Capel, F., Burgess, J. M., Mortlock, D. J., Padovani, P.

论文摘要

最近报道了高能中微子和天体物理来源之间的几种暂定关联,但是对这些潜在中微子发射器的确定性确定仍然很具有挑战性。我们探讨了对源种群的蒙特卡洛模拟的使用,以更深入地了解拟议的个体来源 - 中断关联的物理含义。特别是,我们专注于IC170922A-TXS〜0506+056观察。假设有一个无效的模型,我们发现在10年的调查中,从Blazars和Neutrino Alerts中识别出$γ$ ray弹性之间的巧合的机会为7.6%。我们确认,基于$γ$ -Ray通量的Blazar - Neutrino连接才能找到较低的机会重合概率,因此,重要的IC170922A-TXS〜0506+056关联。然后,我们假设整个人口的这种蓝质连接 - 发现中微子与$γ$ ray的比率必须为$ \ sillesim 10^{ - 2} $,以免过量产生IceCube所看到的中微子警报的总数。对于IC17092a-TXS 〜0506+056的关联才有意义,我们必须接受这种低通量比,或者假设只有某些罕见的亚群落人群能够能够高能中微子产生。例如,如果我们仅考虑只用大耀斑中的中微子产量产生中微子的产量,我们预计通量比在$ 10^{ - 3} $和$ 10^{ - 1} $之间与单个中微子警报的单一复合观察和耀斑的$γ$ -2 $ -Ray-ray blazar保持一致。这些约束应在用于查找IC170922A-TXS 〜0506+056关联的可能性模型的背景下进行解释,该关联假设所有Blazars都假定$ e^{ - 2.13} $的固定权力中微子谱。

Several tentative associations between high-energy neutrinos and astrophysical sources have been recently reported, but a conclusive identification of these potential neutrino emitters remains challenging. We explore the use of Monte Carlo simulations of source populations to gain deeper insight into the physical implications of proposed individual source--neutrino associations. In particular, we focus on the IC170922A--TXS~0506+056 observation. Assuming a null model, we find a 7.6\% chance of mistakenly identifying coincidences between $γ$-ray flares from blazars and neutrino alerts in 10-year surveys. We confirm that a blazar--neutrino connection based on the $γ$-ray flux is required to find a low chance coincidence probability and, therefore, a significant IC170922A--TXS~0506+056 association. We then assume this blazar--neutrino connection for the whole population and find that the ratio of neutrino to $γ$-ray fluxes must be $\lesssim 10^{-2}$ in order not to overproduce the total number of neutrino alerts seen by IceCube. For the IC170922A--TXS~0506+056 association to make sense, we must either accept this low flux ratio or suppose that only some rare sub-population of blazars is capable of high-energy neutrino production. For example, if we consider neutrino production only in blazar flares, we expect the flux ratio of between $10^{-3}$ and $10^{-1}$ to be consistent with a single coincident observation of a neutrino alert and flaring $γ$-ray blazar. These constraints should be interpreted in the context of the likelihood models used to find the IC170922A--TXS~0506+056 association, which assumes a fixed power-law neutrino spectrum of $E^{-2.13}$ for all blazars.

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