论文标题

使用计算模型来揭示三个开普勒二进制文件的参数:KIC 5957123,KIC 8314879和KIC 10727668

Using Computational Models to Uncover the Parameters of Three Kepler Binaries: KIC 5957123, KIC 8314879, and KIC 10727668

论文作者

Odesse, Padraic, Lovekin, Catherine

论文摘要

可以通过分析脉动恒星来检查出色的对流核心过冲的理论。可以通过获得外部约束(例如通过观察到脱毛的二进制系统中的脉动恒星提供的外部约束)来实现更好的准确性,但这要求确定二进制参数,以便可以从二进制周期性中分离出脉动分量的光度变化。这项研究旨在揭示开普勒航天器观察到的三种二进制文件的物理参数。我们还寻求仅使用易于使用的时间序列光度法和距离估计值来评估准确限制二进制的可行性。使用Eclips Binaries(Phoebe)软件包的物理学构建二进制模型。马尔可夫链蒙特卡洛方法用于采样这些模型的参数空间,并为这些系统的后验分布提供了估计。使用BINNED光曲线数据进行初始运行,以识别一般参数趋势并为结合完整数据集的后续分析提供初始化分布。我们介绍了所有三种二进制文件的理论模型,以及我们的MCMC分析的后验分布。 KIC 8314879和KIC 10727668的模型与观察到的数据产生了很好的匹配,而KIC 5957123的模型未能生成适当的合成光曲线。对于两个成功的模型,我们解释了后验分布,并讨论对我们的参数估计和不确定性的信心。我们还评估了该程序在各种情况下的可行性,并提出了一些修改以改善未来研究的成功。

Theories of stellar convective core overshoot can be examined through analysis of pulsating stars. Better accuracy can be achieved by obtaining external constraints such as those provided by observing pulsating stars in eclipsing binary systems, but this requires that the binary parameters be identified so photometric variations of the pulsating component may be isolated from the binary periodicity. This study aims to uncover the physical parameters of three binaries observed by the Kepler spacecraft. We also seek to evaluate the feasibility of accurately constraining binaries using only readily available time-series photometry and distance estimates. Binary models were constructed using the Physics of Eclipsing Binaries (PHOEBE) software package. Markov Chain Monte Carlo methods were used to sample the parameter space of these models and provide estimates of the posterior distributions for these systems. An initial run using binned light curve data was performed to identify general parameter trends and provide initializing distributions for a subsequent analysis incorporating the full data set. We present theoretical models for all three binaries, along with posterior distributions from our MCMC analyses. Models for KIC 8314879 and KIC 10727668 produced a good match to the observed data, while the model of KIC 5957123 failed to generate an appropriate synthetic light curve. For the two successful models, we interpret the posterior distributions and discuss confidence in our parameter estimates and uncertainties. We also evaluate the feasibility of this procedure in various contexts, and propose several modifications to improve the success of future studies.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源