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arXiv 2302.00780astro-ph.CO
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利用弱引力透镜约束宇宙学与暗晕质量函数

On constraining Cosmology and the Halo Mass Function with Weak Gravitational Lensing

Shiming Gu, Marc-Antoine Dor, Ludovic van Waerbeke, Marika Asgari, Alexander Mead, Tilman Tröster, Ziang Yan

AI总结:

针对弱引力透镜与普朗克卫星的$S_8$测量差异,本研究通过让暗晕质量函数自由变化,发现其参数放宽后可消除二者的宇宙学张力,且第四阶段巡天将能高精度测量该参数。

摘要:

弱引力透镜(WL)与普朗克({\textit {Planck}})卫星对$S_8$的测量结果之间的差异,一直是多项研究的主题。这些研究普遍表明,在高$k$处抑制物质功率谱$P(k)$的振幅或许能解决这一矛盾。小尺度下的弱引力透镜信号对重子效应、内禀对齐等多种效应敏感,而$P(k)$的精度取决于对这些效应的建模精度。计算$P(k)$的常用方法依赖于暗晕模型,在构建$P(k)$所需的各类组分中,暗晕质量函数(HMF)是重要的一项。传统研究中,暗晕质量函数被假定遵循固定模型,但最新文献显示,重子物理等多种因素都会对其产生影响。本研究探究了让暗晕质量函数自由变化带来的影响,这提供了一种利用数据检验暗晕模型-暗晕质量函数校准有效性的方法。我们发现,对于DES-y3和KiDS-1000两套数据,普朗克宇宙学模型都与标准暗晕质量函数不兼容;而当宇宙学参数与暗晕质量函数参数均可自由变化时,普朗克宇宙学模型不再存在张力。修正后的暗晕质量函数预测,物质功率谱在$k\thicksim 1~{\rm h/Mpc}$处的功率损失约为25%,与近期研究结果一致。我们还证明,第四阶段(Stage IV)巡天将能以百分之几的精度测量暗晕质量函数参数。

英文摘要:

The discrepancy between the weak lensing (WL) and the {\it Planck} measurements of $S_8$ has been a subject of several studies. These studies tend to show that a suppression of the amplitude of the mass power spectrum $P(k)$ at high $k$ could resolve it. The WL signal at small-scale is sensitive to various effects, such as baryonic effects and intrinsic alignment. The accuracy of $P(k)$ depends on the modelling precision of these effects. A common approach for calculating $P(k)$ relies on a halo model. Amongst the various components necessary for the construction of $P(k)$, the halo mass function (HMF) is an important one. Traditionally, the HMF has been assumed to follow a fixed model. Recent literature shows that baryonic physics, amongst several other factors, could affect the HMF. In this study, we investigate the impact of allowing the HMF to vary. This provides a way of testing the validity of the halo model-HMF calibration using data. We find that the {\it Planck} cosmology is not compatible with the vanilla HMF for both the DES-y3 and the KiDS-1000 data. When the cosmology and the HMF parameters are allowed to vary, the {\it Planck} cosmology is no longer in tension. The modified HMF predicts a matter power spectrum with a $\sim 25\%$ power loss at $k\sim 1~{\rm h/Mpc}$, in agreement with the recent studies. We show that Stage IV surveys will be able to measure the HMF parameters with a few percent accuracy.

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