Studying stellar populations in Omega Centauri with phylogenetics
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arXiv
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| Autori principali: | , , , , , , , , , , , , , , , , |
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| Natura: | Preprint |
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2025
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| author | Jofré, P. Aguilera-Gómez, C. Villarreal, P. Cubillos, F. A. Das, P. Hua, X. Yates, R. Silva, P. Vitali, S. Peña, T. Signor, T. Walsen, K. Tissera, P. Rojas-Arriagada, A. Johnston, E. Gilmore, G. Foley, R. |
| author_facet | Jofré, P. Aguilera-Gómez, C. Villarreal, P. Cubillos, F. A. Das, P. Hua, X. Yates, R. Silva, P. Vitali, S. Peña, T. Signor, T. Walsen, K. Tissera, P. Rojas-Arriagada, A. Johnston, E. Gilmore, G. Foley, R. |
| contents | The nature and formation history of our Galaxy's largest and most enigmatic stellar cluster, known as Omega Centauri (ocen) remains debated. Here, we offer a novel approach to disentangling the complex stellar populations within ocen based on phylogenetics methodologies from evolutionary biology. These include the Gaussian Mixture Model and Neighbor-Joining clustering algorithms applied to a set of chemical abundances of ocen stellar members. Instead of using the classical approach in astronomy of grouping them into separate populations, we focused on how the stars are related to each other. In this way, we could identify stars that likely formed in globular clusters versus those originating from prolonged in-situ star formation and how these stars interconnect. Our analysis supports the hypothesis that ocen might be a nuclear star cluster of a galaxy accreted by the Milky Way with a mass of about 10^9M_sun. Furthermore, we revealed the existence of a previously unidentified in-situ stellar population with a distinct chemical pattern unlike any known population found in the Milky Way to date. Our analysis of ocen is an example of the success of cross-disciplinary research and shows the vast potential of applying evolutionary biology tools to astronomical datasets, opening new avenues for understanding the chemical evolution of complex stellar systems. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_01813 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Studying stellar populations in Omega Centauri with phylogenetics Jofré, P. Aguilera-Gómez, C. Villarreal, P. Cubillos, F. A. Das, P. Hua, X. Yates, R. Silva, P. Vitali, S. Peña, T. Signor, T. Walsen, K. Tissera, P. Rojas-Arriagada, A. Johnston, E. Gilmore, G. Foley, R. Astrophysics of Galaxies Instrumentation and Methods for Astrophysics The nature and formation history of our Galaxy's largest and most enigmatic stellar cluster, known as Omega Centauri (ocen) remains debated. Here, we offer a novel approach to disentangling the complex stellar populations within ocen based on phylogenetics methodologies from evolutionary biology. These include the Gaussian Mixture Model and Neighbor-Joining clustering algorithms applied to a set of chemical abundances of ocen stellar members. Instead of using the classical approach in astronomy of grouping them into separate populations, we focused on how the stars are related to each other. In this way, we could identify stars that likely formed in globular clusters versus those originating from prolonged in-situ star formation and how these stars interconnect. Our analysis supports the hypothesis that ocen might be a nuclear star cluster of a galaxy accreted by the Milky Way with a mass of about 10^9M_sun. Furthermore, we revealed the existence of a previously unidentified in-situ stellar population with a distinct chemical pattern unlike any known population found in the Milky Way to date. Our analysis of ocen is an example of the success of cross-disciplinary research and shows the vast potential of applying evolutionary biology tools to astronomical datasets, opening new avenues for understanding the chemical evolution of complex stellar systems. |
| title | Studying stellar populations in Omega Centauri with phylogenetics |
| topic | Astrophysics of Galaxies Instrumentation and Methods for Astrophysics |
| url | https://arxiv.org/abs/2504.01813 |