| A machine learning method to separate cosmic ray electrons from protons from 10 to 100 GeV using DAMPE data | |
Zhao H(赵浩) ; Peng WX(彭文溪); Wang HY(王焕玉); Qiao R(乔锐); Guo DY(郭东亚); Zhao, H; Peng, WX; Wang, HY; Qiao, R; Guo, DY; Xiao, H; Wang, ZM
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| 2018 | |
| Source Publication | RESEARCH IN ASTRONOMY AND ASTROPHYSICS
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| ISSN | 1674-4527 |
| Volume | 18Issue:6Pages:71 |
| Subtype | Article |
| Abstract | 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. |
| Keyword | astroparticle physics methods: data analysis cosmic rays |
| DOI | 10.1088/1674-4527/18/6/71 |
| WOS Keyword | DARK-MATTER |
| Indexed By | SCI |
| Language | 英语 |
| WOS Research Area | Astronomy & Astrophysics |
| WOS Subject | Astronomy & Astrophysics |
| WOS ID | WOS:000438414500011 |
| CSCD ID | CSCD:6259439 |
| ADS Bibcode | 2018RAA....18...71Z |
| AXRIV CODE | 1803 |
| inspireid | 1663101 |
| Citation statistics |
Cited Times:3 [ADS]
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| Document Type | 期刊论文 |
| Identifier | http://ir.ihep.ac.cn/handle/311005/286103 |
| Collection | 粒子天体物理中心 实验物理中心 |
| Affiliation | 中国科学院高能物理研究所 |
| First Author Affilication | Institute of High Energy |
| Recommended Citation GB/T 7714 | Zhao H,Peng WX,Wang HY,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 | 赵浩.,彭文溪.,王焕玉.,乔锐.,郭东亚.,...&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 | 赵浩,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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