Stellar Classification by Machine Learning by Qi Zhuliang

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StellarGAN: Classifying Stellar Spectra with Generative Adversarial Networks in SDSS and APOGEE Sky Surveys by Wei Liu, Shuo Cao, Xian-Chuan Yu, Meng Zhu, Marek Biesiada, Jiawen Yao, Minghao Du

Subjects: “…Stellar classification…”
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Realization and classification of symmetric stellarator configurations through plasma boundary modulations / by M. Yokoyama, N. Nakajima, M. Okamoto

A set of standards for stellar classification of metaldeficient stars in the Vilnius system by Bartkevičius A., Lazauskaitė R.

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Solar stellar and substellar environment. II. Classification and determination of main characteristics by V. A. Zakhozhay, M. O. Babenko

“…The main ideas and arguments of the stellar, substellar and planetary minimum mass calculation are considered. …”
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A Multiwavelength Classification and Study of Red Supergiant Candidates in NGC 6946 by Jared R. Johnson, Brad Koplitz, Benjamin F. Williams, Julianne J. Dalcanton, Andrew Dolphin, Léo Girardi

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Stellar Photometry at the Crossroads of the Two Centuries by Straižys V.

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The Emerging Stellar Complex in Mon R2: Membership and Optical Variability Classification by Sally D. Jiang, Lynne A. Hillenbrand

“…This extremely young and partially embedded region provides an excellent laboratory for studying star formation and the early evolution of young stellar objects (YSOs). In this paper, we conduct an optical study of the greater Mon R2 region. …”
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Stellar classification from simulated DIVA spectra. I. Solar metallicity stars by Elsner B., Bastian U., Liubertas R., Scholz R.

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A Comparison of Stellar Classification Possibilities of Photometric Systems. I. Solar Metallicity Stars by Straizys V., Liubertas R., Lazauskaitė R.

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Exoplanet host star classification: multi-objective optimization of incomplete stellar abundance data by Zammit, MA, Borg, J, Zarb Adami, K

“…We test several candidates for the classification model, starting with a binary classification for giant planet hosts. …”

The SAMI Galaxy Survey: Revisiting galaxy classification through high-order stellar kinematics by Sande, JVD, Bland-Hawthorn, J, Fogarty, LMR, Cortese, L, d’Eugenio, F, Croom, SM, Scott, N, Allen, JT, Brough, S, Bryant, JJ, Cecil, G, Colless, M, Couch, WJ, Davies, R, Elahi, PJ, Foster, C, Goldstein, G, Goodwin, M, Groves, B, Ho, I-T, Jeong, H, Jones, DH, Konstantopoulos, IS, Lawrence, JS, Leslie, SK, López-Sánchez, ÁR, McDermid, RM, McElroy, R, Medling, AM, Oh, S, Owers, MS, Richards, SN, Schaefer, AL, Sharp, R, Sweet, SM, Taranu, D, Tonini, C, Walcher, CJ, Yi, SK

The SAMI Galaxy Survey: a statistical approach to an optimal classification of stellar kinematics in galaxy surveys by van de Sande, J, Vaughan, SP, Cortese, L, Scott, N, Bland-Hawthorn, J, Croom, SM, Lagos, CDP, Brough, S, Bryant, JJ, Devriendt, J, Dubois, Y, D'Eugenio, F, Foster, C, Fraser-McKelvie, A, Harborne, KE, Lawrence, JS, Oh, S, Owers, MS, Poci, A, Remus, R-S, Richards, SN, Schulze, F, Sweet, SM, Varidel, MR, Welker, C

Evolved Massive Stars at Low Metallicity. VII. The Lower Mass Limit of the Red Supergiant Population in the Large Magellanic Cloud by Ming Yang, Bo Zhang, Biwei Jiang, Jian Gao, Yi Ren, Shu Wang, Man I Lam, Hao Tian, Changqing Luo, Bingqiu Chen, Jing Wen

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Automatic Classification of Spectra with IEF-SCNN by Jingjing Wu, Yanxia Zhang, Meixia Qu, Bin Jiang, Wenyu Wang

“…Telescopes such as the Large Sky Area Multi-Object Spectroscopic Telescope and the Sloan Digital Sky Survey have produced an extensive collection of spectra, challenging the feasibility of manual classification in terms of accuracy and efficiency. To overcome these limitations, machine learning techniques are increasingly being utilized for automated spectral classification. …”
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The Nature of Blue Stars with Mid-infrared Excesses in the Large Magellanic Cloud by Ryoko Ishioka, You-Hua Chu, Austin Edmister, Robert A. Gruendl, Lizhong Zhang, Ju Zhu

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A Catalog of Young Stellar Objects from the LAMOST and ZTF Surveys by Jingyi Zhang, Yanxia Zhang, Zihan Kang, Changhua Li, Yongheng Zhao

“…In our work, the SPE classifier is satisfactory for young stellar objects (YSOs), and the completeness ( recall ) of YSOs is enhanced to 91%. …”
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Inferring Stellar Parameters from Iodine-imprinted Keck/HIRES Spectra with Machine Learning by Jude Gussman, Malena Rice

Subjects: “…Stellar classification…”
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Astrophysical Information from Objective Prism Digitized Images: Classification with an Artificial Neural Network by Bratsolis Emmanuel

Subjects: “…objective prism stellar spectra…”
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A White Dwarf Search Model Based on a Deep Transfer-learning Method by Lei Tan, Zhicun Liu, Feng Wang, Ying Mei, Hui Deng, Chao Liu

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