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Many open clusters listed in modern catalogues were initially reported by visual astronomers as apparent overdensities of bright stars. As observational techniques and analysis methods continue to improve, some of them have been shown to be…

Solar and Stellar Astrophysics · Physics 2020-01-27 T. Cantat-Gaudin , F. Anders

We propose an algorithm for clustering high dimensional data. If $P$ features for $N$ objects are represented in an $N\times P$ matrix ${\bf X}$, where $N\ll P$, the method is based on exploiting the cluster-dependent structure of the…

Machine Learning · Statistics 2018-11-05 Shahina Rahman , Valen E. Johnson

Observations of clusters suffer from issues such as completeness, projection effects, resolving individual stars and extinction. As such, how accurate are measurements and conclusions are likely to be? Here, we take cluster simulations…

Solar and Stellar Astrophysics · Physics 2023-11-14 Anne S. M. Buckner , Tim Naylor , Clare L. Dobbs , Steven Rieder , Thomas J. R. Bending

We use proper motion measurements to determine the real size and membership richness of a sample of open clusters located at high galactic latitudes (40 < |b| < 90).

Astrophysics · Physics 2009-06-25 A. L. Tadross

$Context$. Gaia Second Data Release provides precise astrometry and photometry for more than 1.3 billion sources. This catalog opens a new era concerning the characterization of open clusters and test stellar models, paving the way for a…

We aim at identifying the cluster's members by deriving membership probabilities for the sources within 1 degree of the cluster's center, going further away than equivalent previous studies. We measure accurate proper motions and…

Solar and Stellar Astrophysics · Physics 2015-03-11 H. Bouy , E. Bertin , D. Barrado , L. M. Sarro , J. Olivares , E. Moraux , J. Bouvier , J. -C. Cuillandre , A. Ribas , Y. Beletsky

Open clusters (OCs) usually evolve gradually as the number of their members changes, which can be manifested in their morphological characteristics. We aim to investigate the morphological stability of 1,490 OCs and further explore the…

Astrophysics of Galaxies · Physics 2026-04-15 Yuting Li , Qingshun Hu , Yufei Cai , Yu Dai , Mingfeng Qin , Yangping Luo

We estimate the distribution of intrinsic shapes of the APM galaxy clusters from their corresponding distribution of projected shapes. We smooth the discrete galaxy distribution and define the cluster shape by fitting the best ellipse to…

Astrophysics · Physics 2007-05-23 Spyros Basilakos , Manolis Plionis , Steve Maddox

The nuclei of galaxies often host small stellar discs with scale-lengths of a few tens of parsecs and luminosities up to 10^7 Lsun. To investigate the formation and properties of nuclear stellar discs (NSDs), we look for their presence in a…

Cosmology and Nongalactic Astrophysics · Physics 2015-06-15 E. Portaluri , E. M. Corsini , L. Morelli , M. Hartmann , E. Dalla Bontà , Victor P. Debattista , A. Pizzella

Mean proper motions and parallaxes of 205 open clusters were determined from their member stars found in the Hipparcos Catalogue. 360 clusters were searched for possible members, excluding nearby clusters with distances D < 200 pc. Members…

Astrophysics · Physics 2009-10-31 H. Baumgardt , C. Dettbarn , R. Wielen

Wide-field cosmological surveys provide hundreds of thousands of spectroscopically confirmed galaxy groups and clusters, valuable for tracing baryonic matter distribution. However, controlling systematics in identifying host dark matter…

We consider the problem of subspace clustering: given points that lie on or near the union of many low-dimensional linear subspaces, recover the subspaces. To this end, one first identifies sets of points close to the same subspace and uses…

Machine Learning · Statistics 2014-11-03 Dohyung Park , Constantine Caramanis , Sujay Sanghavi

We present a new method to quantify substructures in clusters of galaxies, based on the analysis of the intensity of structures. This analysis is done in a residual image that is the result of the subtraction of a surface brightness model,…

Cosmology and Nongalactic Astrophysics · Physics 2012-02-06 Felipe Andrade-Santos , Gastão B. Lima Neto , Tatiana F. Laganá

The Northern Sky Optical Cluster Survey is a project to create an objective catalog of galaxy clusters over the entire high-galactic-latitude Northern sky, with well understood selection criteria. We use the object catalogs generated from…

Astrophysics · Physics 2016-08-30 R. R. Gal , R. R. DeCarvalho , S. C. Odewahn , S. G. Djorgovski , V. E. Margoniner

In the second paper of the series we continue the investigation of open cluster fundamental parameters using a robust global optimization method to fit model isochrones to photometric data. We present optical UBVRI CCD photometry…

Solar and Stellar Astrophysics · Physics 2016-08-24 Hektor Monteiro , Wilton S. Dias , Gabriel R. Hickel , Thiago C. Caetano

We analyze the 3D morphology and kinematics of 13 open clusters (OCs) located within 500 pc of the Sun, using Gaia EDR3 and kinematic data from literature. Members of OCs are identified using the unsupervised machine learning method StarGO,…

We report results on the analysis of eleven new Milky Way open cluster candidates, recently discovered from the detection of stellar overdensities in the Vector Point diagram, by employing extreme deconvolution Gaussian mixture models. We…

Astrophysics of Galaxies · Physics 2022-12-07 A. E. Piatti , D. M. F. Illesca , A. A. Massara , M. Chiarpotti , D. Roldán , M. Morón , F. Bazzoni

Star formation is a multi-scale problem, and only global simulations that account for the connection from the molecular cloud scale gas flow to the accreting protostar can reflect the observed complexity of protostellar systems.…

Astrophysics of Galaxies · Physics 2023-07-28 Rami Al-Belmpeisi , Vito Tuhtan , Mikkel Bregning Christensen , Rajika L Kuruwita , Troels Haugbølle

We construct a family of semi-analytic models for young open clusters, including a gaseous component and varying assumptions about the distribution function for the stellar component. The parameters of these models are informed by observed…

Astrophysics · Physics 2009-10-31 Fred C. Adams

We present a new nearby young moving group (NYMG) kinematic membership analysis code, LocAting Constituent mEmbers In Nearby Groups (LACEwING), a new Catalog of Suspected Nearby Young Stars, a new list of bona fide members of moving groups,…

Solar and Stellar Astrophysics · Physics 2017-02-22 Adric R. Riedel , Sarah C. Blunt , Erini L. Lambrides , Emily L. Rice , Kelle L. Cruz , Jacqueline K. Faherty
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