Full BaCoN-II data sets and production pipelines needed to create the data sets using ReACT, HMCode2020 and EuclidEmulator2.
收藏Mendeley Data2024-05-10 更新2024-06-30 收录
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资源简介:
The zips: data: The full Bayesian Cosmological Network (BaCoN) non-linear cosmological matter power spectrum data sets (training and test sets) used in the second version of the network. This includes EuclidEmulator based data sets and HMCode2020 based data sets, with and without massive neutrinos and baryonic effects. It also includes the algorithms used to generate the random filters and theory error curves as described in the associated publication. data_production_pipelines: Bash scripts and code that were used to create the data sets using the publicly available ReACT, HMCode2020 and EuclidEmulator codes. notebooks: Notebooks to check cosmological parameter distributions, generate new cosmological parameter files and to plot spectra. binning: Bash scripts and code used to bin power spectra data according to the values of a specific cosmological/gravitational parameter. Please contact Ben Bose via ben.bose@ed.ac.uk if you have any questions.
数据压缩包相关数据集:本数据集包含该网络第二版所使用的全贝叶斯宇宙学网络(Bayesian Cosmological Network, BaCoN)非线性宇宙学物质功率谱数据集(训练集与测试集),涵盖基于EuclidEmulator与HMCode2020构建的数据集,包含是否考虑大质量中微子与重子效应的全部组合场景。同时还包含相关研究论文中所述的、用于生成随机滤波器与理论误差曲线的算法。
数据生产流水线:包含利用公开可用的ReACT、HMCode2020及EuclidEmulator代码库生成上述数据集所需的Bash脚本与配套代码。
交互式笔记本:包含用于校验宇宙学参数分布、生成新的宇宙学参数文件以及绘制功率谱曲线的交互式笔记本。
分箱处理脚本:包含用于根据特定宇宙学/引力参数的取值对功率谱数据进行分箱处理的Bash脚本与代码。
如有任何疑问,请通过邮箱ben.bose@ed.ac.uk联系Ben Bose。
创建时间:
2024-02-23



