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arXiv 2202.10262astro-ph.SR
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大质量二元系统的新质量估计:使用极化辐射转移的概率方法

New mass estimates for massive binary systems: a probabilistic approach using polarimetric radiative transfer

Andrew G. Fullard, John T. O'Brien, Wolfgang E. Kerzendorf, Manisha Shrestha, Jennifer L. Hoffman, Richard Ignace, Patrick van der Smagt

摘要:

了解大质量双星的演化需要精确估计它们的质量。这种理解是至关重要的,因为大质量恒星的演化可能导致引力波源,如双黑洞或中子星。对于具有光学厚星风的沃尔夫-拉叶星,它们的质量只能通过精确的倾斜角估计来确定,这些估计来自具有光谱$M \sin i$测量的双星系统。轨道相位偏振信号可以编码的倾斜角的二元系统,其中沃尔夫-拉叶风作为散射区域。我们研究了四个Wolf-Rayet + O星双星系统,WR 42,WR 79,WR 127和WR 153,利用公开的相位偏振数据来估计它们的质量。为了避免偏振分析模型中存在的偏差,同时保持计算方便,我们使用了Monte Carlo辐射转移模型,通过神经网络精确仿真。我们使用仿真模型来研究我们的四个系统的参数的后验分布。我们的质量估计从估计的倾角计算出的现有的质量估计的三个系统,并不同意现有的质量估计WR 153提出了强烈的约束。我们建议共同努力,以获得偏振观测,可用于估计沃尔夫-拉叶双星系统的质量,并增加我们对它们的演化路径的理解。

英文摘要:

Understanding the evolution of massive binary stars requires accurate estimates of their masses. This understanding is critically important because massive star evolution can potentially lead to gravitational wave sources such as binary black holes or neutron stars. For Wolf-Rayet stars with optically thick stellar winds, their masses can only be determined with accurate inclination angle estimates from binary systems which have spectroscopic $M \sin i$ measurements. Orbitally-phased polarization signals can encode the inclination angle of binary systems, where the Wolf-Rayet winds act as scattering regions. We investigated four Wolf-Rayet + O star binary systems, WR 42, WR 79, WR 127, and WR 153, with publicly available phased polarization data to estimate their masses. To avoid the biases present in analytic models of polarization while retaining computational expediency, we used a Monte Carlo radiative transfer model accurately emulated by a neural network. We used the emulated model to investigate the posterior distribution of parameters of our four systems. Our mass estimates calculated from the estimated inclination angles put strong constraints on existing mass estimates for three of the systems, and disagrees with the existing mass estimates for WR 153. We recommend a concerted effort to obtain polarization observations that can be used to estimate the masses of Wolf-Rayet binary systems and increase our understanding of their evolutionary paths.

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