论文标题
用弱透镜空隙来限制宇宙学
Constraining cosmology with weak lensing voids
论文作者
论文摘要
即将进行的调查,例如\ lsst {}和\ euclid {},将显着提高弱透镜作为宇宙学探针的能力。为了最大化可以从这些调查中提取的信息,重要的是要探索新颖的统计数据,以补充标准弱透镜统计数据,例如剪切剪切相关函数和峰值计数。在这项工作中,我们使用最近提出的弱透镜可观察到的 - 弱透镜空隙 - 对LSST样调查进行参数约束预测。我们使用\ cosmoslics {} $ W $ CDM模拟套件来测量void统计量作为宇宙参数的函数。仿真数据用于训练我们用来生成似然轮廓并从模拟观测值提供参数约束的高斯过程回归模拟器。我们发现,空隙丰度比切向剪切轮廓更具约束,尽管两者的组合给出了额外的约束功率。我们预测,如果没有断层扫描分解,这些空隙统计数据可以限制物质波动振幅,$ s_8 $在0.3 \%(68 \%置信区间)中,同时提供1.5、1.5和2.7 \%\%\%\%\%的精度,$ω__{\ rm m} $,$ rm m} $,$ hubble hubble hubble,$ hubble,$ hubble hubble hubble hubble hubble, $ W_0 $。这些结果比剪切剪切相关函数的约束更紧密,具有$ω_m$,$ s_8 $和$ w_0 $的相同观察性规范。 WL空隙中的约束也具有与剪切2pcf的互补参数退化方向,包括包括$ h $的所有参数组合,使弱透镜无效统计量成为有希望的宇宙探针。
Upcoming surveys such as \LSST{} and \Euclid{} will significantly improve the power of weak lensing as a cosmological probe. To maximise the information that can be extracted from these surveys, it is important to explore novel statistics that complement standard weak lensing statistics such as the shear-shear correlation function and peak counts. In this work, we use a recently proposed weak lensing observable -- weak lensing voids -- to make parameter constraint forecasts for an LSST-like survey. We use the \cosmoslics{} $w$CDM simulation suite to measure void statistics as a function of cosmological parameters. The simulation data is used to train a Gaussian process regression emulator that we use to generate likelihood contours and provide parameter constraints from mock observations. We find that the void abundance is more constraining than the tangential shear profiles, though the combination of the two gives additional constraining power. We forecast that without tomographic decomposition, these void statistics can constrain the matter fluctuation amplitude, $S_8$ within 0.3\% (68\% confidence interval), while offering 1.5, 1.5 and 2.7\% precision on the matter density parameter, $Ω_{\rm m}$, the reduced Hubble constant, $h$, and the dark energy equation of state parameter, $w_0$, respectively. These results are tighter than the constraints from the shear-shear correlation function with the same observational specifications for $Ω_m$, $S_8$ and $w_0$. The constraints from the WL voids also have complementary parameter degeneracy directions to the shear 2PCF for all combinations of parameters that include $h$, making weak lensing void statistics a promising cosmological probe.