arXivDaily arXiv每日学术速递 周一至周五更新
稍安勿躁,官方尚未更新
arXiv 2011.00899astro-ph.CO
收藏

星系双谱中的中微子质量特征

Neutrino Mass Signatures in the Galaxy Bispectrum

Farshad Kamalinejad, Zachary Slepian

AI总结:

本研究首次推导有质量中微子对微扰理论核的显式修正,通过模拟两类巡天样本的合成数据与MCMC分析,发现忽略中微子质量效应会导致星系偏差参数的中心值出现不可忽略的偏移。

摘要:

在标准模型中,中微子是无质量的。然而,振荡实验表明它们确实具有微小质量。目前,我们仅已知中微子质量平方的差值,以及其质量总和的上限。即将开展的宇宙大尺度结构(LSS)巡天为探测中微子质量提供了一条有前景的途径,其原理是揭示中微子如何影响星系成团性。在结构形成的微扰理论(PT)框架内,有质量中微子会影响模式耦合,在PT核中留下可探测的特征。在本研究中,我们首次给出了有质量中微子导致的核的显式修正,并研究了这些变化在红移空间星系双谱中的影响程度。为此,我们利用理论协方差矩阵生成合成数据,并采用马尔可夫链蒙特卡洛(MCMC)方法评估这些新特征项的影响。与费希尔预测不同,这种方法使我们能够判断新项是否会导致恢复得到的参数中心值发生偏移。我们生成的合成数据模拟了两类不同的星系样本。第一类对应斯隆数字巡天(SDSS)重子振荡光谱巡天(BOSS)第12次数据发布的CMASS亮红星系(LRG)样本,其特征为有效体积$V_{\rm eff} = 3 \rm [Gpc/h]^3$,数密度为$\bar{n} = 3 \times 10^{-4} \rm h/Mpc$。第二类对应暗能量光谱仪(DESI)第5年LRG样本,有效体积为$V_{\rm eff} = 25 \rm [Gpc/h]^3$。我们的研究结果表明,在核中忽略中微子质量效应,会导致从类DESI Y5样本估计的星系偏差的中心值偏移约相当于1σ。对于BOSS CMASS体积的样本,偏移虽然不具有统计显著性,但不可忽略。

英文摘要:

In the Standard Model, neutrinos are massless. However, oscillation experiments demonstrate that they do have a small mass. Currently, only the differences of the masses squared are known, along with an upper bound on their sum. Upcoming surveys of the Universe's Large-Scale Structure (LSS) offer a promising avenue to probe neutrino mass by revealing how neutrinos influence galaxy clustering. Massive neutrinos affect mode coupling within the framework of Perturbation Theory (PT) for structure formation, leaving detectable signatures in the PT kernels. In this work, we present for the first time the explicit modifications to the kernels caused by massive neutrinos and investigate the extent of these changes in the redshift-space galaxy bispectrum. To this end, we generate synthetic data using a theoretical covariance matrix and employ Markov-Chain Monte Carlo (MCMC) to assess the impact of these new signature terms. This approach, in contrast to Fisher forecasting, allows us to see if the new terms induce shifts in the recovered central values of parameters. The synthetic data is produced to mirror two different galaxy samples. The first corresponds to the Sloan Digital Sky Survey (SDSS) Baryon Oscillation Spectroscopic Survey (BOSS) Data Release 12 CMASS Luminous Red Galaxy (LRG) sample, characterized by an effective volume of $V_{\rm eff} = 3 \;[{\rm Gpc}/h]^3$ and a number density of $\bar{n} = 3 \times 10^{-4} \;h/{\rm Mpc}$. The second corresponds to the Dark Energy Spectroscopic Instrument (DESI) Year 5 LRG sample with $V_{\rm eff} = 25 \;[{\rm Gpc}/h]^3$. Our findings indicate that neglecting neutrino mass effects in the kernels can result in a central value shift equivalent to approximately $1σ$ in the galaxy biases estimated from the DESI Y5-like sample. For the BOSS CMASS volume, the shift, though not statistically significant, is non-negligible.

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。

↑