中文
相关论文

相关论文: Using Neural Network Models to Estimate Stellar Ag…

200 篇论文

We have extended our evolutionary synthesis code, GALEV, to include Lick/IDS absorption-line indices for both simple and composite stellar population models (star clusters and galaxies), using the polynomial fitting functions of Worthey et…

天体物理学 · 物理学 2009-11-11 Thomas Lilly , Uta Fritze-v. Alvensleben

We provide the whole set of Lick indices from CN1 to TiO2 of Simple Stellar Population models with, for the first time, variable element abundance ratios, [alpha/Fe]=0.0, 0.3, 0.5, [alpha/Ca]=-0.1, 0.0, 0.2, 0.5, and [alpha/N]=-0.5, 0.0.…

天体物理学 · 物理学 2009-11-07 Daniel Thomas , Claudia Maraston , Ralf Bender

In modern astronomy, the quantity of data collected has vastly exceeded the capacity for manual analysis, necessitating the use of advanced artificial intelligence (AI) techniques to assist scientists with the most labor-intensive tasks. AI…

太阳与恒星天体物理 · 物理学 2025-02-18 Marcin Wrona , Andrej Prša

We present the results of a stellar population analysis of 30 Lyman alpha emitting galaxies (LAEs) at z ~ 0.3, previously discovered with the Galaxy Evolution Explorer (GALEX). With a few exceptions, we can accurately fit model spectral…

天体物理学 · 物理学 2009-07-22 Steven L. Finkelstein , Seth H. Cohen , Sangeeta Malhotra , James E. Rhoads

One of the most important factors in determining the stellar lithium abundance is the effective temperature. In a previous study by the authors, new effective temperatures Teff for sixteen metal-poor halo dwarfs were derived using a local…

太阳与恒星天体物理 · 物理学 2015-05-18 A. Hosford , A. E. Garcia Perez , R. Collet , S. G. Ryan , J. E. Norris , K. A. Olive

We want to determine the lithium abundances of solar twin stars as a function of stellar age to provide constraints for stellar evolutions models and to investigate whether there is a connection between low Li abundance and the occurrence…

太阳与恒星天体物理 · 物理学 2016-02-24 Marilia Carlos , Poul E. Nissen , Jorge Melendez

We aim to develop a state-of-the-art tool to infer detailed star formation histories (SFHs) and age-metallicity relations from realistic observational data, while mitigating classical degeneracies and substantially reducing computational…

We have performed a new and homogeneous analysis of all the Li data available in the literature for main sequence stars (spectral-types from late F to K) in open clusters. In the present paper we focus on a detailed investigation of MS Li…

天体物理学 · 物理学 2009-11-11 P. Sestito , S. Randich

We have identified twenty-seven candidate very low mass members of the relatively young Alpha Persei open cluster from a six square degree CCD imaging survey. Based on their I magnitudes and the nominal age and distance to the cluster,…

In this paper we investigate the stellar populations and star formation histories of 235 active galactic nuclei (AGN)-host dwarf galaxies, consisting of four samples identified separately with different methods (i.e., radio, X-ray, mid-IR…

星系天体物理 · 物理学 2024-04-12 Xiejin Li , Yinghe Zhao , Jinming Bai

We present a new model for computing the spectral evolution of stellar populations at ages between 100,000 yr and 20 Gyr at a resolution of 3 A across the whole wavelength range from 3200 to 9500 A for a wide range of metallicities. These…

天体物理学 · 物理学 2008-11-26 G. Bruzual , S. Charlot

This paper reports on the application of the supervised machine-learning algorithm to the stellar effective temperature regression for the second $Gaia$ data release, based on the combination of the stars in four spectroscopic surveys:…

太阳与恒星天体物理 · 物理学 2019-08-14 Yu Bai , JiFeng Liu , ZhongRui Bai , Song Wang , DongWei Fan

We present a novel statistical algorithm, Stellar Ages, which currently infers the age, metallicity, and extinction posterior distributions of stellar populations from their magnitudes. While this paper focuses on these parameters, the…

太阳与恒星天体物理 · 物理学 2025-12-18 Joseph J. Guzman , Jeremiah W. Murphy , Andres F. Barrientos , Benjamin F. Williams , Julianne J. Dalcanton

In this study, the fundamental stellar atmospheric parameters (Teff, log g, [Fe/H] and [{\alpha}/Fe]) were derived for low-resolution spectroscopy from LAMOST DR5 with Generative Spectrum Networks (GSN). This follows the same scheme as a…

天体物理仪器与方法 · 物理学 2019-01-23 Wang Rui , Luo A-li , Zhang Shuo , Hou Wen , Du Bing , Song Yi-Han , Wu Ke-Fei , Chen Jian-Jun , Zuo Fang , Qin Li , Chen Xiang-Lei , Lu Yan

Young nearby runaway stars are suitable to search for their place of origin and possibly associated objects, for example neutron stars. Tetzlaff, Neuh\"auser & Hohle (2011) selected young ($\le 50$ Myr) runaway star candidates from…

太阳与恒星天体物理 · 物理学 2020-12-23 R. Bischoff , M. Mugrauer , G. Torres , T. Heyne , O. Lux , V. Munz , R. Neuhäuser , S. Hoffmann , A. Trepanovski

The measurement of atmospheric parameters is fundamental for scientific research using stellar spectra. The Chinese Space Station Telescope (CSST), scheduled to be launched in 2024, will provide researchers with hundreds of millions of…

太阳与恒星天体物理 · 物理学 2024-08-21 JiaRui Rao , HaiLiang Chen , JianPing Xiong , LuQian Wang , YanJun Guo , JiaJia Li , Chao Liu , ZhanWen Han , XueFei Chen

The application of artificial neural networks (ANNs) for the estimation of HI gas mass fraction (\fgas) is investigated, based on a sample of 13,674 galaxies in the Sloan Digital Sky Survey (SDSS) with HI detections or upper limits from the…

星系天体物理 · 物理学 2016-12-07 Hossen Teimoorinia , Sara L. Ellison , David R. Patton

We present the results of a spectroscopic survey of X-ray selected, low-mass candidate members of the young open cluster NGC 2547. Using a combination of photometry, spectroscopic indices and radial velocities we refine our candidate list…

天体物理学 · 物理学 2009-11-07 R. D Jeffries , J. M. Oliveira , D. Barrado y Navascues , J. R. Stauffer

We investigate the use of the gravity sensitive neutral sodium (NaI) doublet at 8183 Angstroms 8195 Angstroms (Na 8200 Angstrom doublet) as an age indicator for M dwarfs. We measured the Na doublet equivalent width (EW) in giants, old…

太阳与恒星天体物理 · 物理学 2015-06-04 Joshua E. Schlieder , Sebastien Lepine , Emily Rice , Michal Simon , Drummond Fielding , Rachael Tomasino