论文标题

宇宙黎明时21厘米功率谱的光环模型方法

A halo model approach for the 21-cm power spectrum at cosmic dawn

论文作者

Schneider, Aurel, Giri, Sambit K., Mirocha, Jordan

论文摘要

在进行回报时期之前,宇宙黎明的21 cm信号由莱曼$α$耦合和气温波动主导。尽管为该时期建模的早期努力取决于分析技术,但社区迅速转变为更昂贵的半数模型。在这里,我们重新评估了更简单的方法的可行性,从而可以快速探索广阔的天体物理参数空间。我们提出了一种新的分析方法,以基于Halo模型的框架来计算21 cm功率谱。 Lyman-$α$耦合和温度波动都通过重叠的辐射通量曲线来描述,这些辐射通量轮廓包括光谱红移位和由于外观后背部(轻度)效应而引起的源衰减。将21厘米的光环模型与半数字代码21cmfast相提并论,通常表现出良好的一致性,即,在$ k $ modes和Redshifts范围内,功率谱的差异小于三倍。我们表明,这两种方法之间的剩余差异与对光环的丰度,偏见和增生速率相关的不确定性建模的预期变化可比。尽管将来必须减少这些当前的不确定性,但我们的工作表明,通过非常有效的宇宙黎明的光环模型,以可接受的准确性推断将变得可行。

Prior to the epoch of reionisation, the 21-cm signal of the cosmic dawn is dominated by the Lyman-$α$ coupling and gas temperature fluctuations caused by the first sources of radiation. While early efforts to model this epoch relied on analytical techniques, the community quickly transitioned to more expensive semi-numerical models. Here, we re-assess the viability of simpler approaches that allow for rapid explorations of the vast astrophysical parameter space. We propose a new analytical method to calculate the 21-cm power spectrum based on the framework of the halo model. Both the Lyman-$α$ coupling and temperature fluctuations are described by overlapping radiation flux profiles that include spectral red-shifting and source attenuation due to look-back (light-cone) effects. The 21-cm halo model is compared to the semi-numerical code 21cmFAST exhibiting generally good agreement, i.e., the power spectra differ by less than a factor of three over a large range of $k$-modes and redshifts. We show that the remaining differences between the two methods are comparable to the expected variations from modelling uncertainties associated with the abundance, bias, and accretion rates of haloes. While these current uncertainties must be reduced in the future, our work suggests that inference at acceptable accuracy will become feasible with very efficient halo models of the cosmic dawn.

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