论文标题

宇宙剪切宇宙学超出2分统计:DES-Y1的峰值计数和相关函数分析

Cosmic Shear Cosmology Beyond 2-Point Statistics: A Combined Peak Count and Correlation Function Analysis of DES-Y1

论文作者

Harnois-Déraps, Joachim, Martinet, Nicolas, Castro, Tiago, Dolag, Klaus, Giblin, Benjamin, Heymans, Catherine, Hildebrandt, Hendrik, Xia, Qianli

论文摘要

我们从峰值计数和两点剪切相关函数的联合宇宙剪切分析中限制了宇宙学参数,这是从暗能量调查(DES-Y1)中测得的。 We find the structure growth parameter $S_8\equiv σ_8\sqrt{Ω_{\rm m}/0.3} = 0.766^{+0.033}_{-0.038}$, which at 4.8% precision, provides one of the tightest constraints on $S_8$ from the DES-Y1 weak lensing data.在基于仿真的方法中,我们确定了在四个$ W $ CDM参数中采样的一系列宇宙学的预期DES-Y1峰值信号($ω_ {\ rm m} $,$σ_8$,$ h $,$ h $,$ w_0 $)。我们还在我们的基金宇宙学中确定了1000多个实现的联合协方差矩阵。通过模拟DES-Y1数据,我们校准了光度红移和剪切校准不确定性对峰值计数的影响,在我们的宇宙学分析中对这些不确定性进行了边缘化。使用专用的培训样本,我们表明我们的测量值不受模拟中质量分辨率限制的影响,并且我们的约束对巴里昂反馈效果的不确定性具有牢固的影响。固有比对对层析成像峰值计数的影响的准确建模仍然是一个挑战,目前限制了我们对高红移箱和低红移箱之间交叉相关峰值计数的开发。我们证明,一旦校准,完全层状的关节峰值计算和相关函数分析有可能达到DES-Y1 $ S_8 $的3%精度。我们的方法可以采用对任何对剪切场中编码的非高斯信息敏感的统计量进行建模。为了加速这些超出两点宇宙剪切研究的发展,我们的模拟可应要求提供给社区。

We constrain cosmological parameters from a joint cosmic shear analysis of peak-counts and the two-point shear correlation functions, as measured from the Dark Energy Survey (DES-Y1). We find the structure growth parameter $S_8\equiv σ_8\sqrt{Ω_{\rm m}/0.3} = 0.766^{+0.033}_{-0.038}$, which at 4.8% precision, provides one of the tightest constraints on $S_8$ from the DES-Y1 weak lensing data. In our simulation-based method we determine the expected DES-Y1 peak-count signal for a range of cosmologies sampled in four $w$CDM parameters ($Ω_{\rm m}$, $σ_8$, $h$, $w_0$). We also determine the joint covariance matrix with over 1000 realisations at our fiducial cosmology. With mock DES-Y1 data we calibrate the impact of photometric redshift and shear calibration uncertainty on the peak-count, marginalising over these uncertainties in our cosmological analysis. Using dedicated training samples we show that our measurements are unaffected by mass resolution limits in the simulation, and that our constraints are robust against uncertainty in the effect of baryon feedback. Accurate modelling for the impact of intrinsic alignments on the tomographic peak-count remains a challenge, currently limiting our exploitation of cross-correlated peak counts between high and low redshift bins. We demonstrate that once calibrated, a fully tomographic joint peak-count and correlation functions analysis has the potential to reach a 3% precision on $S_8$ for DES-Y1. Our methodology can be adopted to model any statistic that is sensitive to the non-Gaussian information encoded in the shear field. In order to accelerate the development of these beyond-two-point cosmic shear studies, our simulations are made available to the community upon request.

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