SpectrAx: Spectral Search of Axion-Like Particles Using Multi-Band Observations of Galaxy Clusters from SKA, SO, CMB-S4 and eROSITA

Harsh Mehta, Suvodip Mukherjee
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Abstract

The existence of axions or Axion-Like Particles (ALPs) has been predicted by various Beyond Standard Model (BSM) theories, and the proposed photon-ALP interaction is one of the ways to probe them. Such an interaction will lead to photon-ALP resonant conversion in galaxy clusters, resulting in a polarized spectral distortion in the CMB along the cluster line of sight. The estimation of this signal from galaxy clusters requires an estimation of the electron density and magnetic field in galaxy clusters. We have developed a new Bayesian framework \texttt{SpectrAx} that can use observations from different electromagnetic bands such as radio, CMB, optical, and X-ray to infer the astrophysical properties of a galaxy cluster, such as cluster its redshift, electron density and magnetic field, along with the BSM physics such as ALPs. By using the simulated data for upcoming CMB surveys such as Simons Observatory (SO) and CMB-S4 in combination with Square Kilometer Array (SKA) and extended ROentgen Survey with an Imaging Telescope Array (eROSITA) we demonstrate the capability in accurately inferring the ALPs coupling strength along with the radial profile of electron density and magnetic field from galaxy clusters. The application of this framework to the data from future surveys by combining SKA+SO+eROSITA and SKA+CMB-S4+eROSITA will make it possible for the first time to explore both astrophysics and BSM physics from low-redshift galaxy clusters using a multi-band approach.
SpectrAx:利用SKA、SO、CMB-S4和eROSITA对星系团的多波段观测,对类轴粒子进行光谱搜索
各种超越标准模型(BSM)理论都预言了轴子或类轴子粒子(ALPs)的存在,而提议的光子-ALP相互作用是探测它们的方法之一。这种相互作用将导致星系团中的光子-ALP共振转换,从而导致沿星系团视线的CMB出现偏振谱线畸变。要估算星系团的这一信号,需要估算星系团的电密度和磁场。我们开发了一个新的贝叶斯框架(texttt{SpectrAx}),可以利用不同电磁波段的观测数据,如射电、CMB、光学和X射线,来推断星系团的物理特性,如星系团的红移、电子密度和磁场,以及ALPs等BSM物理特性。通过使用西蒙斯天文台(SO)和CMB-S4等即将进行的CMB巡天的模拟数据,结合平方公里阵列(SKA)和成像望远镜阵列扩展伦琴巡天(eROSITA),我们证明了精确推断ALPs耦合强度以及星系团电子密度和磁场径向剖面的能力。通过将SKA+SO+eROSITA和SKA+CMB-S4+eROSITA结合起来,将这一框架应用到未来的巡天数据中,将首次有可能利用多波段方法探索低红移星系团的天体物理学和BSM物理学。
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