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We report the discovery of 31 new open clusters (OCs) identified in \textit{Gaia}~DR3 data through a systematic search over 220 adjacent $1^\circ\times1^\circ$ fields towards the Galactic anticentre, in the direction of the Perseus arm gap.…

Astrophysics of Galaxies · Physics 2026-03-30 F. A. Ferreira , M. S. Angelo , J. F. C. Santos , W. J. B. Corradi , F. F. S. Maia

The physical nature of a series of 20 new open clusters is confirmed employing existing data on putative star members, mainly from second Gaia Data Release (DR2). The clusters were discovered as overdensities of stars by visual inspection…

Solar and Stellar Astrophysics · Physics 2021-06-23 Juan Casado

Automated analysis of Gaia astrometric data has led to the discovery of many new high-quality open cluster candidates. With a good determination of their parameters, these objects become excellent tools to investigate the properties of our…

Solar and Stellar Astrophysics · Physics 2023-06-28 Ignacio Negueruela , Abel de Burgos

Based on astrometric data from Gaia DR2, we employ an unsupervised machine learning method to blindly search for open star clusters in the Milky Way within the Galactic latitude range of |b| < 20 degrees. In addition to 2,080 known…

Astrophysics of Galaxies · Physics 2021-06-02 Zhi-Hong He , Ye Xu , Chao-Jie Hao , Zhen-Yu Wu , Jing-Jing Li

Context. Since the first publication of the Gaia catalogue a new view of our Galaxy has arrived. Its astrometric and photometric information has improved the precision of the physical parameters of open star clusters obtained from them.…

Astrophysics of Galaxies · Physics 2024-08-28 Jeison Alfonso , Alejandro García-Varela , Katherine Vieira

Open clusters are groups of stars that form at the same time, making them an ideal laboratory to test theories of star formation, stellar evolution, and dynamics in the Milky Way disk. However, the utility of an open cluster can be limited…

Astrophysics of Galaxies · Physics 2022-01-12 Karl Jaehnig , Jonathan Bird , Kelly Holley-Bockelmann

The distribution of member stars in the surroundings of an Open Cluster (OC) can shed light on the process of its formation, evolution and dissolution. The analysis of structural parameters of OCs as a function of their age and position in…

Astrophysics of Galaxies · Physics 2022-03-14 Y. Tarricq , C. Soubiran , L. Casamiquela , A. Castro-Ginard , J. Olivares , N. Miret-Roig , P. A. B. Galli

The outer Galaxy presents a distinctive environment for investigating star formation. This study develops a novel approach to identify true cluster members based on unsupervised clustering using astrometry with significant uncertainties. As…

Astrophysics of Galaxies · Physics 2025-07-15 Vishwas Patel , Joseph L. Hora , Matthew L. N. Ashby , Sarita Vig

Open clusters are among the most useful and widespread tracers of Galactic structure. The completeness of the Galactic open cluster census, however, remains poorly understood. For the first time ever, we establish the selection function of…

In this study, we develop a membership identification method and apply it for 30 open clusters (OCs) within 200 pc of the Sun using astrometric data of Gaia DR3. By accounting for projection effects that distort apparent stellar motions,…

Solar and Stellar Astrophysics · Physics 2025-04-14 Penghui Liu , Min Fang , Yue-Lin Sming Tsai , Xiaoying Pang , Fan Wang , Xiaoting Fu

Open clusters have long been used to gain insights into the structure, composition, and evolution of the Galaxy. With the large amount of stellar data available for many clusters in the Gaia era, new techniques must be developed for…

Solar and Stellar Astrophysics · Physics 2018-07-25 Steffi X. Yen , Sabine Reffert , Elena Schilbach , Siegfried Röser , Nina V. Kharchenko , Anatoly E. Piskunov

Blue straggler stars are exotic objects present in all stellar environments whose nature and formation channels are still partially unclear. They seem to be particularly abundant in open clusters (OCs), thus offering a unique chance to…

Solar and Stellar Astrophysics · Physics 2021-06-09 M. J. Rain , J. Ahumada , G. Carraro

The census of open clusters in the Milky Way is in a never-before seen state of flux. Recent works have reported hundreds of new open clusters thanks to the incredible astrometric quality of the Gaia satellite, but other works have also…

Astrophysics of Galaxies · Physics 2021-02-17 Emily L. Hunt , Sabine Reffert

A combination of two unsupervised machine learning algorithms, DBSCAN and GMM are used to find members with a high probability of twelve open clusters, M38, NGC2099, Coma Ber, NGC752, M67, NGC2243, Alessi01, Bochum04, M34, M35, M41, and…

Astrophysics of Galaxies · Physics 2023-05-30 Mohammad Noormohammadi , Mehdi Khakian Ghomi , Hossein Haghi

In our previous work, we introduced a method that combines two unsupervised algorithms: DBSCAN and GMM. We applied this method to 12 open clusters based on Gaia EDR3 data, demonstrating its effectiveness in identifying reliable cluster…

Astrophysics of Galaxies · Physics 2024-06-18 Mohammad Noormohammadi , Mehdi Khakian Ghomi , Atefeh Javadi

Thanks to the recent wide-area photometric surveys, the number of star cluster candidates have risen exponentially in the last few years. Most detections, however, are based only on the presence of an overdensity of stars in a given region,…

Membership studies characterising open clusters with Gaia data, most using DR2, are so far limited at magnitude G = 18 due to astrometric uncertainties at the faint end. Our goal is to extend current open cluster membership lists with faint…

Astrophysics of Galaxies · Physics 2023-07-12 M. G. J. van Groeningen , A. Castro-Ginard , A. G. A. Brown , L. Casamiquela , C. Jordi

Aims. Our goal is twofold. First, to detect new clusters we apply the newest methods for the detection of clustering with the best available wide-field sky surveys in the mid-infrared because they are the least affected by extinction.…

Astrophysics of Galaxies · Physics 2024-12-18 Akash Gupta , Valentin D. Ivanov , Thomas Preibisch , Dante Minniti

Aims. We introduce a novel way to identify new compact hierarchical triple stars by exploiting the huge potential of Gaia DR3 and also its future data releases. We aim to increase the current number of compact hierarchical triples…

The thousands of open cluster (OC) candidates identified by the Gaia mission are significantly contaminated by false positives from field star fluctuations, posing a major validation challenge. Based on the Mixture Model for OCs (MiMO), we…

Astrophysics of Galaxies · Physics 2025-10-28 Lu Li , Zhaozhou Li , Zhengyi Shao