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Modelling the solar twin 18 Scorpii ?

机译:模拟太阳双胞胎18天蝎座

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Context. Solar twins are objects of great interest in that they allow us to understand better how stellar evolution and structure are affected by variations of the stellar mass, age and chemical composition in the vicinity of the commonly accepted solar values. Aims. We aim to use the existing spectrophotometric, interferometric and asteroseismic data for the solar twin 18 Sco to constrain stellar evolution models. 18 Sco is the brightest solar twin and is a good benchmark for the study of solar twins. The goal is to obtain realistic estimates of its physical characteristics (mass, age, initial chemical composition, mixing-length parameter) and realistic associated uncertainties using stellar models. Methods. We set up a Bayesian model that relates the statistical properties of the data to the probability density of the stellar parameters. Special care is given to the modelling of the likelihood for the seismic data, using Gaussian mixture models. The probability densities of the stellar parameters are approximated numerically using an adaptive MCMC algorithm. From these approximate distributions we proceeded to a statistical analysis. We also performed the same exercise using local optimisation. Results. The precision on the mass is approximately 6%. The precision reached on X _(0)and Z _(0)and the mixing-length parameter are respectively 6%, 9%, and 35%. The posterior density for the age is bimodal, with modes at 4.67 Gyr and 6.95 Gyr, the first one being slightly more likely. We show that this bimodality is directly related to the structure of the seismic data. When asteroseismic data or interferometric data are excluded, we find significant losses of precision for the mass and the initial hydrogen-mass fraction. Our final estimates of the uncertainties from the Bayesian analysis are significantly larger than values inferred from local optimization. This also holds true for several estimates of the age encountered in the literature.
机译:上下文。太阳双胞胎引起了极大的兴趣,因为它们使我们能够更好地了解恒星的演化和结构如何受到普遍接受的太阳值附近恒星质量,年龄和化学成分变化的影响。目的我们旨在使用太阳双子18 Sco的现有分光光度法,干涉法和星震数据来约束恒星演化模型。 18 Sco是最亮的太阳能双胞胎,是研究太阳能双胞胎的良好基准。目标是使用恒星模型获得其物理特征(质量,年龄,初始化学组成,混合长度参数)的实际估计以及与实际相关的不确定性。方法。我们建立了一个贝叶斯模型,该模型将数据的统计属性与恒星参数的概率密度相关联。应特别注意使用高斯混合模型对地震数据的可能性进行建模。使用自适应MCMC算法以数值方式估算恒星参数的概率密度。从这些近似分布,我们进行了统计分析。我们还使用本地优化进行了相同的练习。结果。质量精度约为6%。 X _(0)和Z _(0)的精度以及混合长度参数分别为6%,9%和35%。该年龄的后验密度是双峰的,其模式分别为4.67 Gyr和6.95 Gyr,第一个更高。我们表明,这种双峰态与地震数据的结构直接相关。当排除了地震数据或干涉数据时,我们发现质量和初始氢质量分数的精确度大大降低。我们根据贝叶斯分析得出的不确定性的最终估计值明显大于根据局部优化得出的值。对于文献中遇到的年龄的一些估计也是如此。

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