论文标题

通过贪婪乐观的聚类算法,以银河系的方式查找$ r $ -II兄弟姐妹明星

Finding $r$-II sibling stars in the Milky Way with the Greedy Optimistic Clustering algorithm

论文作者

Hattori, Kohei, Okuno, Akifumi, Roederer, Ian U.

论文摘要

$ r $ - 过程增强的恒星具有[EU/FE] $ \ GEQ+0.7 $(所谓的$ R $ -II恒星),据信是在极为中子的环境中形成的,在极其中子的环境中,发生了罕见的天体物理事件(例如,中子星星合并)。这种情况得到了一个超生物矮星系的网状〜II的支持,其中大多数恒星都在$ r $ - 程序元素中得到了高度增强。在这种情况下,银河系周围的矮星系的一小部分是$ r $增强的。当每个$ r $增强的矮人星系都积聚在银河系中时,它将许多$ r $ -II的星星存放在银河系中的阳极光环中,并采用类似的轨道作用。为了搜索$ r $增强系统的残余物,我们通过使用GAIA EDR3数据分析了$ n = 161 $ $ r $ -II恒星的轨道动作的分布。由于观察不确定性不可忽略,因此我们将新开发的{\ IT贪婪的乐观聚类方法}应用于样本恒星的轨道作用。我们发现了六个$ r $ -II星的簇,它们具有相似的轨道和化学,其中之一是新发现。鉴于成员明显的相结合轨道,我们认为这些集群是完全破坏$ r $ r $ r $添加的矮星系的良好候选者,这些星系与古代银河系合并在一起。

$R$-process enhanced stars with [Eu/Fe]$\geq+0.7$ (so-called $r$-II stars) are believed to have formed in an extremely neutron-rich environment in which a rare astrophysical event (e.g., a neutron star merger) occurred. This scenario is supported by the existence of an ultra-faint dwarf galaxy, Reticulum~II, where most of the stars are highly enhanced in $r$-process elements. In this scenario, some small fraction of dwarf galaxies around the Milky Way were $r$ enhanced. When each $r$-enhanced dwarf galaxy accreted to the Milky Way, it deposited many $r$-II stars in the Galactic halo with similar orbital actions. To search for the remnants of the $r$-enhanced systems, we analyzed the distribution of the orbital actions of $N=161$ $r$-II stars in the Solar neighborhood by using the Gaia EDR3 data. Since the observational uncertainty is not negligible, we applied a newly-developed {\it greedy optimistic clustering method} to the orbital actions of our sample stars. We found six clusters of $r$-II stars that have similar orbits and chemistry, one of which is a new discovery. Given the apparent phase-mixed orbits of the member stars, we interpret that these clusters are good candidates for remnants of completely disrupted $r$-enhanced dwarf galaxies that merged with the ancient Milky Way.

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