arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1111.3960astro-ph.COgr-qc
收藏

广义相对论的宇宙学检验:主成分分析

Cosmological tests of General Relativity: a principal component analysis

Alireza Hojjati, Gong-Bo Zhao, Levon Pogosian, Alessandra Silvestri, Robert Crittenden, Kazuya Koyama

摘要:

下一代弱透镜巡天将追踪从物质主导时代到今天的物质扰动和引力势的演变。随着对暗能量动力学的限制,他们将探索物质超密度、局部曲率和牛顿势之间的关系。我们用时间和尺度两个函数来解释LCDM模型中线性区域中这些关系的任何修改。我们执行主成分分析(PCA),以找到这些功能的本征模和本征值的调查,如DES和LSST。本文以Zhao et al.(2009)的PCA分析为基础,并在几个方面进行了显著扩展。特别是,我们认为在弱透镜调查中预期的一些系统性影响的影响。我们还提出了PCA的其他选择的两个功能需要参数化修改的线性尺度上的增长,并讨论他们的优点。我们分析了修正的增长函数和其他宇宙学参数之间的简并性,特别注意有效状态方程w(z)。最后,我们证明了PCA的效用作为一个有效的数据压缩阶段,使人们能够很容易地获得特定模型的参数约束,而无需从头开始重新计算Fisher矩阵。

英文摘要:

The next generation of weak lensing surveys will trace the evolution of matter perturbations and gravitational potentials from the matter dominated epoch until today. Along with constraining the dynamics of dark energy, they will probe the relations between matter overdensities, local curvature, and the Newtonian potential. We work with two functions of time and scale to account for any modifications of these relations in the linear regime from those in the LCDM model. We perform a Principal Component Analysis (PCA) to find the eigenmodes and eigenvalues of these functions for surveys like DES and LSST. This paper builds on and significantly extends the PCA analysis of Zhao et al. (2009) in several ways. In particular, we consider the impact of some of the systematic effects expected in weak lensing surveys. We also present the PCA in terms of other choices of the two functions needed to parameterize modified growth on linear scales, and discuss their merits. We analyze the degeneracy between the modified growth functions and other cosmological parameters, paying special attention to the effective equation of state w(z). Finally, we demonstrate the utility of the PCA as an efficient data compression stage which enables one to easily derive constraints on parameters of specific models without recalculating Fisher matrices from scratch.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑