论文标题

Millenniumtng项目:过去的LightCone上的半分析星系形成模型

The MillenniumTNG Project: Semi-analytic galaxy formation models on the past lightcone

论文作者

Barrera, Monica, Springel, Volker, White, Simon, Hernández-Aguayo, César, Hernquist, Lars, Frenk, Carlos, Pakmor, Rüdiger, Ferlito, Fulvio, Hadzhiyska, Boryana, Delgado, Ana Maria, Kannan, Rahul, Bose, Sownak

论文摘要

即将进行的大型星系调查将对标准的宇宙学模型($λ$ CDM)进行新的精度测试。如果有可用的星系形成的理论模型可以预测星系群集和星系 - 半透镜的理论模型,则可以将这些拧紧,并且在整个范围内的可测量尺度上,整个体积的范围都与调查的大小相同,并且具有足够的灵活性,并且具有足够的灵活性,而不确定的底层天体物质的不确定方面可以被过度地被过度地被横渡。特别是,这需要大量宇宙学量中的模拟星系目录,这些目录可以直接与观察进行比较,并且可以通过Monte Carlo Markov链或其他类似的方案进行经验优化,以消除或估计与星系形成有关的天体物理参数,并在约束宇宙学时进行估算。在宇宙暗物质模拟之上实施的半分析星系形成方法提供了一种计算高效的方法来构建基于物理的和灵活的参数化星系形成模型,因此它们比仍然更具效率的速度比仍然更快但纯粹的经验模型更有效。在这里,我们介绍了一种针对半分析的L-galaxies代码的更新方法,可以将其应用于新的千年项目的模拟中,直接在完全连续的过去的灯具上生产星系,可能在全天空上,到达高红移,以及对所有大型星系,比$ \ sim 10^8^8^8 \ for $ \ sim 10^8 \ for。我们研究了所得预测的数值收敛性,并研究了不同样品的预计星系聚类信号。新方法可以看作是迈向观察数据更忠实的前瞻性模型的重要一步,有助于减少理论与观察的比较中的系统扭曲。

Upcoming large galaxy surveys will subject the standard cosmological model, $Λ$CDM, to new precision tests. These can be tightened considerably if theoretical models of galaxy formation are available that can predict galaxy clustering and galaxy-galaxy lensing on the full range of measurable scales throughout volumes as large as those of the surveys and with sufficient flexibility that uncertain aspects of the underlying astrophysics can be marginalised over. This, in particular, requires mock galaxy catalogues in large cosmological volumes that can be directly compared to observation, and can be optimised empirically by Monte Carlo Markov Chains or other similar schemes to eliminate or estimate astrophysical parameters related to galaxy formation when constraining cosmology. Semi-analytic galaxy formation methods implemented on top of cosmological dark matter simulations offer a computationally efficient approach to construct physically based and flexibly parametrised galaxy formation models, and as such they are more potent than still faster, but purely empirical models. Here we introduce an updated methodology for the semi-analytic L-GALAXIES code, allowing it to be applied to simulations of the new MillenniumTNG project, producing galaxies directly on fully continuous past lightcones, potentially over the full sky, out to high redshift, and for all galaxies more massive than $\sim 10^8\,{\rm M}_\odot$. We investigate the numerical convergence of the resulting predictions, and study the projected galaxy clustering signals of different samples. The new methodology can be viewed as an important step towards more faithful forward-modelling of observational data, helping to reduce systematic distortions in the comparison of theory to observations.

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