九天模拟CSST星系外巡天

IF 7.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY
Jiaxin Han, Ming Li, Wenkang Jiang, Zhao Chen, Huiyuan Wang, Chengliang Wei, Feihong He, Jianhua He, Jiajun Zhang, Yu Liu, Weiguang Cui, Yizhou Gu, Qi Guo, Yipeng Jing, Xi Kang, Guoliang Li, Xiong Luo, Yu Luo, Wenxiang Pei, Yisheng Qiu, Zhenlin Tan, Lizhi Xie, Xiaohu Yang, Haoran Yu, Yu Yu, Jiale Zhou
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引用次数: 0

摘要

本文介绍了用于中国空间调查望远镜(CSST)星系外调查的混合模拟套件“九天模拟”。它由四个互补的模块组成:具有高分辨率的基准一致性宇宙论的初级运行,探索基准宇宙论周围参数不确定性的仿真运行,旨在逐位置恢复观测宇宙的重建运行,以及使用超出标准模型的扩展宇宙论的扩展运行。对于初级运行,采用两个独立的管道来构建子晕和合并树。在此基础上,通过半解析模型和亚晕丰度匹配生成了四套模拟星系光锥目录,提供了各种观测特性,包括星系光谱能量分布(SED)、发射线、透镜畸变和模拟图像。129次仿真运行用于训练CSST仿真器,在预测k≤10 hMpc−1和z≤2范围内的物质功率谱方面达到1%的精度。重建运行采用多个子网格重子模型,在初始条件受限的情况下预测与真实宇宙中某些区域相似的演化和星系种群,从而在结构形成之上对星系形成进行可控研究。该扩展涵盖了具有热暗物质、f(R)引力、相互作用暗能量和非零中微子质量的模型,揭示了不同宇宙学模型下宇宙结构的差异。介绍了每次运行的规格、由此产生的数据产品、相应的管道开发,并给出了一些主要的测试。通过初步的运行,我们还证明了不同层次的亚晕峰质量函数是近似普遍的。这些模拟形成了一个全面和开放的模拟库,用于CSST调查和其他领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Jiutian simulations for the CSST extra-galactic surveys

We provide an overview of the Jiutian simulations, a hybrid simulation suite for the China space survey telescope (CSST) extra-galactic surveys. It consists of four complementary modules: the primary runs with high resolutions with the fiducial concordance cosmology, the emulator runs exploring the parameter uncertainties around the fiducial cosmology, the reconstruction runs intended for recovering the observed Universe position by position, and the extension runs employing extended cosmologies beyond the standard model. For the primary runs, two independent pipelines are adopted to construct subhaloes and merger trees. On top of them, four sets of mock galaxy light-cone catalogs are produced from semi-analytical models and subhalo abundance matching, providing a variety of observational properties including galaxy spectral energy distribution (SED), emission lines, lensing distortions, and mock images. The 129 emulator runs are used to train the CSST emulator, achieving one percent accuracy in predicting the matter power spectrum over k ⩽ 10 hMpc−1 and z ⩽ 2. The reconstruction runs employ a number of subgrid baryonic models to predict the evolution and galaxy population resembling certain regions in the real Universe with constrained initial conditions, enabling controlled investigation of galaxy formation on top of structure formation. The extension runs cover models with warm dark matter, f(R) gravity, interacting dark energy, and nonzero neutrino masses, revealing differences in the cosmic structure under alternative cosmological models. We introduce the specifications for each run, the data products derived from them, the corresponding pipeline developments, and present some main tests. Using the primary runs, we also show that the subhalo peak mass functions of different levels are approximately universal. These simulations form a comprehensive and open simulation library for CSST surveys and beyond.

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来源期刊
Science China Physics, Mechanics & Astronomy
Science China Physics, Mechanics & Astronomy PHYSICS, MULTIDISCIPLINARY-
CiteScore
10.30
自引率
6.20%
发文量
4047
审稿时长
3 months
期刊介绍: Science China Physics, Mechanics & Astronomy, an academic journal cosponsored by the Chinese Academy of Sciences and the National Natural Science Foundation of China, and published by Science China Press, is committed to publishing high-quality, original results in both basic and applied research. Science China Physics, Mechanics & Astronomy, is published in both print and electronic forms. It is indexed by Science Citation Index. Categories of articles: Reviews summarize representative results and achievements in a particular topic or an area, comment on the current state of research, and advise on the research directions. The author’s own opinion and related discussion is requested. Research papers report on important original results in all areas of physics, mechanics and astronomy. Brief reports present short reports in a timely manner of the latest important results.
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