A machine learning method to separate cosmic ray electrons from protons from 10 to 100 GeV using DAMPE data | |
Zhao, H; Zhao H(赵浩); Peng WX(彭文溪); Wang HY(王焕玉); Qiao R(乔锐); Guo DY(郭东亚); Peng, WX; Wang, HY; Qiao, R; Guo, DY | |
刊名 | RESEARCH IN ASTRONOMY AND ASTROPHYSICS |
2018 | |
卷号 | 18期号:6页码:71 |
关键词 | astroparticle physics methods: data analysis cosmic rays |
ISSN号 | 1674-4527 |
DOI | 10.1088/1674-4527/18/6/71 |
文献子类 | Article |
英文摘要 | DArk Matter Particle Explorer (DAMPE) is a general purpose high energy cosmic ray and gamma ray observatory, aiming to detect high energy electrons and gammas in the energy range 5 GeV to 10 TeV and hundreds of TeV for nuclei. This paper provides a method using machine learning to identify electrons and separate them from gammas, protons, helium and heavy nuclei with the DAMPE data acquired from 2016 January 1 to 2017 June 30, in the energy range from 10 to 100 GeV. |
WOS关键词 | DARK-MATTER |
WOS研究方向 | Astronomy & Astrophysics |
语种 | 英语 |
CSCD记录号 | CSCD:6259439 |
WOS记录号 | WOS:000438414500011 |
内容类型 | 期刊论文 |
源URL | [http://ir.ihep.ac.cn/handle/311005/286103] |
专题 | 高能物理研究所_粒子天体物理中心 高能物理研究所_实验物理中心 |
作者单位 | 中国科学院高能物理研究所 |
推荐引用方式 GB/T 7714 | Zhao, H,Zhao H,Peng WX,et al. A machine learning method to separate cosmic ray electrons from protons from 10 to 100 GeV using DAMPE data[J]. RESEARCH IN ASTRONOMY AND ASTROPHYSICS,2018,18(6):71. |
APA | Zhao, H.,赵浩.,彭文溪.,王焕玉.,乔锐.,...&Wang, ZM.(2018).A machine learning method to separate cosmic ray electrons from protons from 10 to 100 GeV using DAMPE data.RESEARCH IN ASTRONOMY AND ASTROPHYSICS,18(6),71. |
MLA | Zhao, H,et al."A machine learning method to separate cosmic ray electrons from protons from 10 to 100 GeV using DAMPE data".RESEARCH IN ASTRONOMY AND ASTROPHYSICS 18.6(2018):71. |
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