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相关论文: Membership determination in open clusters using th…

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This paper tries to present a more unified view of clustering, by identifying the relationships between five different clustering algorithms. Some of the results are not new, but they are presented in a cleaner, simpler and more concise…

机器学习 · 计算机科学 2020-06-11 Bernardo A. Gonzalez-Torres

(abridged) NGC6530 is a young cluster with a complex morphology and star-formation history. We present a statistical study of its global properties using a new large list of candidate members down to masses of 0.2-0.4 Msun and Gaia DR2…

太阳与恒星天体物理 · 物理学 2019-02-27 F. Damiani , L. Prisinzano , G. Micela , S. Sciortino

We present a study on galaxy detection and shape classification using topometric clustering algorithms. We first use the DBSCAN algorithm to extract, from CCD frames, groups of adjacent pixels with significant fluxes and we then apply the…

天体物理仪器与方法 · 物理学 2016-10-12 A. Tramacere , D. Paraficz , P. Dubath , J. -P. Kneib , F. Courbin

We study the structure, interstellar absorption, color-magnitude diagrams, kinematics, and dynamical state of embedded star clusters in the star-forming region associated with the giant molecular cloud G174+2.5. Our investigation is based…

星系天体物理 · 物理学 2024-11-22 T. A. Permyakova , G. Carraro , A. F. Seleznev , A. M. Sobolev , D. A. Ladeyschikov , M. S. Kirsanova

Galaxy-scale strong lenses in galaxy clusters provide a unique tool to investigate their inner mass distribution and the sub-halo density profiles in the low-mass regime, which can be compared with the predictions from cosmological…

宇宙学与河外天体物理 · 物理学 2023-08-09 G. Angora , P. Rosati , M. Meneghetti , M. Brescia , A. Mercurio , C. Grillo , P. Bergamini , A. Acebron , G. Caminha , M. Nonino , L. Tortorelli , L. Bazzanini , E. Vanzella

Economic policy and research rely on the correct evaluation of the billions of high-frequency data points that we collect every day. Consistent clustering algorithms, like DBSCAN, allow us to make sense of the data in a useful way. However,…

统计理论 · 数学 2024-03-25 Nicholas Waltz

Clustering techniques have been the key drivers of data mining, machine learning and pattern recognition for decades. One of the most popular clustering algorithms is DBSCAN due to its high accuracy and noise tolerance. Many superior…

机器学习 · 计算机科学 2023-09-20 Akhil K , Srikanth H R

We use Hubble Space Telescope (HST) imaging from the ACS Treasury Survey to determine fits for single population isochrones of 69 Galactic globular clusters. Using robust Bayesian analysis techniques, we simultaneously determine ages,…

We report the discovery of four new open clusters (named as QC 1, QC 2, QC3 and QC 4) in the direction of Cygnus Cloud and select their members based on five astrometric parameters (l, b, \varpi, \mu^*_{\alpha}, \mu_{\delta}) of Gaia DR2.…

太阳与恒星天体物理 · 物理学 2021-03-31 Song-mei Qin , Jing Li , Li Chen , Jing Zhong

We present 11 new open cluster candidates found in a systematic search for unknown star clusters using the astrometric and photometric data included in the Tycho2 catalog. The possible existence of these stellar aggregates is supported by…

天体物理学 · 物理学 2009-11-10 B. S. Alessi , A. Moitinho , W. S. Dias

We present the results of a study for galaxy orbits in galaxy clusters using a spectroscopic sample of galaxies in Sloan Digital Sky Survey (SDSS) and 2dF Galaxy Redshift Survey (2dFGRS). We have determined the member galaxies of Abell…

天体物理学 · 物理学 2008-11-26 Ho Seong Hwang , Myung Gyoon Lee

We present the stellar population, using {\it Gaia}\,DR2 parallax, kinematics, and photometry, of the young ($\sim 100$~Myr), nearby ($\sim 230$~pc) open cluster, Blanco1. A total of 644 member candidates are identified via the unsupervised…

星系天体物理 · 物理学 2020-02-12 Yu Zhang , Shih-Yun Tang , W. P. Chen , Xiaoying Pang , J. Z. Liu

A direct approach to studying the galaxy-halo connection is to analyze groups and clusters of galaxies that trace the underlying dark matter halos, emphasizing the importance of identifying galaxy clusters and their associated brightest…

宇宙学与河外天体物理 · 物理学 2025-01-22 Hai-Xia Ma , Tsutomu T. Takeuchi , Suchetha Cooray , Yongda Zhu

Using data from the Gaia Data Release 3 (Gaia DR3) and Kepler/K2, we present a catalog of 16 open clusters with ages ranging from 4 to 4000 Myr, which provides detailed information on membership, binary systems, and rotation. We assess the…

Using PHANGS-HST NUV-U-B-V-I imaging of 17 nearby spiral galaxies, we study samples of star clusters and stellar associations, visually selected to be bright and relatively isolated, for three purposes: to compute aperture corrections for…

Embedded clusters are groups of stars which have not dispersed yet the residual of the parental cloud where they were born so getting precise distances and properties of these groups turns out to be an essential task. We present results for…

星系天体物理 · 物理学 2020-08-04 E. E. Giorgi , G. R. Solivella , A. Cruzado , R. A. Vazquez , G. I. Perren , T. Canavesi

Following deep astrometric and photometric study of the cluster NGC2682 (M67), we are able to accurately determine its fundamental parameters. Being an old and rich cluster, M67 is a relevant object for the analysis of the Galactic disk…

天体物理学 · 物理学 2015-05-13 L. Balaguer-Núñez , D. Galadí-Enríquez , C. Jordi

Robust galaxy cluster mass estimates are fundamental for constraining cosmological parameters from counts. For this reason, it is essential to search for tracers that, independent of the cluster's dynamical state, have a small intrinsic…

宇宙学与河外天体物理 · 物理学 2023-12-19 Lia Doubrawa , Eduardo S. Cypriano , Alexis Finoguenov , Paulo A. A. Lopes , Matteo Maturi , Anthony H. Gonzalez , Renato Dupke

We present photometric, astrometric, and kinematic studies of the old open star clusters NGC 1193 and NGC 1798. Both of the clusters are investigated by combining data sets from Gaia EDR3 and CCD UBV observational data. Analysis of the…

星系天体物理 · 物理学 2022-10-12 T. Yontan , H. Cakmak , S. Bilir , T. Banks , M. Raul , R. Canbay , S. Koc , S. Tasdemir , H. Ercay , B. Tanik Ozturk , D. C. Dursun

We present ASteCA (Automated Stellar Cluster Analysis), a suit of tools designed to fully automatize the standard tests applied on stellar clusters to determine their basic parameters. The set of functions included in the code make use of…

星系天体物理 · 物理学 2015-03-17 Gabriel I. Perren , Rubén A. Vázquez , Andrés E. Piatti
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