Searching for Dark Matter Interactions with ACT, SPT and DES

Zilu Zhou, Neal Weiner
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Abstract

Models of a dark radiation sector with a mass threshold (WZDR+) have proved to be an appealing alternative to $\Lambda$CDM. These models provide simple comparison models, grounded in well-understood particle physics and with limited additional parameters. In addition, they have shown relevance in easing existing cosmological tensions, specifically the $H_0$ tension and the $S_8$ tension. Recently, measurements of CMB lensing by the ACT collaboration have provided strong additional information on clustering at late times. Within $\Lambda$CDM, these results yield a high value of $S_8$ at odds with weak-lensing measurements. In this work, we study this in the context of WZDR+, and find a much wider range of allowed values of $S_8$, and in particular much better agreement between data sets and an overall improvement of fit versus $\Lambda$CDM. We expand our analyses to include a wide set of data, including the ACT-DR6 lensing data, as well as primary CMB information from ACT-DR4 and SPT-3G, scale-dependent power spectra from DES and measurements of $H_0$ from SH0ES. We find that there is little to no tension in measurements of structure within the data sets, and the inferred value of $S_8$ is generally lower than that in $\Lambda$CDM. We find that the inclusion of DES generally favors a higher $H_0$, but there is some direct tension between the high-$\ell$ multipole data and this result. Future data should clarify whether this is a statistical artifact, or a true incompatibility of these datasets within this model.
利用 ACT、SPT 和 DES 寻找暗物质相互作用
具有质量阈值的暗辐射扇区模型(WZDR+)已被证明是$\Lambda$CDM的一个有吸引力的替代方案。这些模型提供了简单的比较模型,以广为人知的粒子物理学为基础,附加参数有限。此外,它们在缓解现有的宇宙学张力,特别是$H_0$张力和$S_8$张力方面也显示出相关性。最近,ACT合作组对CMB透镜的测量提供了关于晚期聚类的更多有力信息。在$\Lambda$CDM中,这些结果产生了一个与弱透镜测量不一致的高$S_8$值。在这项工作中,我们在WZDR+的背景下研究了这个问题,发现$S_8$的允许值范围要宽得多,特别是数据集之间的一致性要好得多,而且与$Lambda$CDM相比,拟合度总体上有了提高。我们扩大了分析范围,纳入了广泛的数据集,包括ACT-DR6的透镜数据,以及来自ACT-DR4和SPT-3G的主要CMB信息、来自DES的尺度相关功率谱和来自SH0ES的$H_0$测量值。我们发现,在这些数据集中对结构的测量几乎没有紧张关系,而且推断出的$S_8$值一般低于$\Lambda$CDM中的值。我们发现,包含DES一般有利于更高的$H_0$,但是高$ell$多极数据与这一结果之间存在一些直接的矛盾。未来的数据应该能澄清这究竟是统计上的伪影,还是这些数据集在这个模型中的真正不兼容。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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