A machine learning method to separate cosmic ray electrons from protons from 10 to 100 GeV using DAMPE data

doi:10.1088/1674-4527/18/6/71

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	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.