论文标题

星系偏见和原始非高斯性:与Illustristng的Galaxy形成模拟的见解

Galaxy bias and primordial non-Gaussianity: insights from galaxy formation simulations with IllustrisTNG

论文作者

Barreira, Alexandre, Cabass, Giovanni, Schmidt, Fabian, Pillepich, Annalisa, Nelson, Dylan

论文摘要

我们研究了(i)物质密度和(ii)使用局部原始非高斯性(PNG)具有使用IllainerStng模型对星系形成的原始重力潜力的大规模扰动。我们专注于线性星系偏差$ b_1 $和PNG引起的比例依赖性偏差的系数$ b_ϕ $,该偏差分别描述了星系数对这两种类型的扰动的响应。我们使用单独的宇宙模拟进行了研究,其中摄动的效果被宇宙学参数的变化模仿:$ b_1 $的修改宇宙物质密度,并修改了$ \ Mathcal {a} _s $ primordial scalar Power Spectrum for $ b_c_ $ $ b_d n的Primordial Scalar Power Spectrum。我们发现,广泛使用的普遍性关系$ b_2 =2δ_c(b_1-1)$是对恒星质量$ m _*$选择的光环和星系偏差的差分描述,而是由$ b_x(m_*)=2δ_c(b_1(m_*)(m_*) - *)(m_*) - p)$ p \ p f fly $ b_ccation(m_*)=2Δ这是由过度繁殖和局部PNG对中间至中质质量关系的不同影响所解释的。这种影响的简单模型使我们能够很好地描述$ b_1 $和$ b_ϕ $的出色质量依赖性。我们的结果还表明,按颜色和黑洞质量积聚率选择的星系$ b_1 $和$ b_ϕ $之间的非平地关系。我们的结果为本地PNG约束和使用Galaxy聚类的本地PNG约束提供了精致的先验。鉴于广泛使用的通用关系低估了$ b_ϕ(m _*)$,现有的分析可能会低估本地PNG上的真正约束功率。

We study the impact that large-scale perturbations of (i) the matter density and (ii) the primordial gravitational potential with local primordial non-Gaussianity (PNG) have on galaxy formation using the IllustrisTNG model. We focus on the linear galaxy bias $b_1$ and the coefficient $b_ϕ$ of the scale-dependent bias induced by PNG, which describe the response of galaxy number counts to these two types of perturbations, respectively. We perform our study using separate universe simulations, in which the effect of the perturbations is mimicked by changes to the cosmological parameters: modified cosmic matter density for $b_1$ and modified amplitude $\mathcal{A}_s$ of the primordial scalar power spectrum for $b_ϕ$. We find that the widely used universality relation $b_ϕ= 2δ_c(b_1 - 1)$ is a poor description of the bias of haloes and galaxies selected by stellar mass $M_*$, which is instead described better by $b_ϕ(M_*) = 2δ_c(b_1(M_*) - p)$ with $p \in [0.4, 0.7]$. This is explained by the different impact that matter overdensities and local PNG have on the median stellar-to-halo-mass relation. A simple model of this impact allows us to describe the stellar mass dependence of $b_1$ and $b_ϕ$ fairly well. Our results also show a nontrivial relation between $b_1$ and $b_ϕ$ for galaxies selected by color and black hole mass accretion rate. Our results provide refined priors on $b_ϕ$ for local PNG constraints and forecasts using galaxy clustering. Given that the widely used universality relation underpredicts $b_ϕ(M_*)$, existing analyses may underestimate the true constraining power on local PNG.

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