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Particle identification using artificial neural networks at BESⅢ 被引量：2

Particle identification using artificial neural networks at BESⅢ
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摘要 A multilayered perceptrons＇ neural network technique has been applied in the particle identification at BESIII. The networks are trained in each sub-detector level. The NN output of sub-detectors can be sent to a sequential network or be constructed as PDFs for a likelihood. Good muon-ID, electron-ID and hadron-ID are obtained from the networks by using the simulated Monte Carlo samples. A multilayered perceptrons＇ neural network technique has been applied in the particle identification at BESIII. The networks are trained in each sub-detector level. The NN output of sub-detectors can be sent to a sequential network or be constructed as PDFs for a likelihood. Good muon-ID, electron-ID and hadron-ID are obtained from the networks by using the simulated Monte Carlo samples.
作者 秦纲 吕军光 何康林 边渐鸣 曹国富 邓子艳 何苗 黄彬 季晓斌 李刚 李海波 李卫东 刘春秀 刘怀民 马秋梅 马想 冒亚军 毛泽普 莫晓虎 邱进发 孙胜森 孙永昭 王纪科 王亮亮 文硕频 伍灵慧 谢宇广 尤郑昀 杨明 俞国威 苑长征 袁野 臧石磊 张长春 张建勇 张令 张学尧 张瑶 朱永生 邹佳恒
机构地区 Institute of High Energy Physics CAS Peking University Hunan University Shandong University
出处 《Chinese Physics C》 SCIE CAS CSCD 北大核心 2008年第1期1-8,共8页 中国物理C（英文版）
基金 Supported by CAS Knowledge Innovation Project(U-602(IHEP),U-34(IHEP)) National Natural Science Foundation of China (10491300,10605030) 100 Talents Program of CAS(U-54,U-25)
关键词 artificial neural networks particle identification PID variables multilayered perceptrons artificial neural networks, particle identification, PID variables, multilayered perceptrons
分类号 O572.2 [理学—粒子物理与原子核物理]
  • 相关文献

参考文献10

  • 1.Interior Document in Institute of High Energy Physics[].BESⅢDesign Report.2004
  • 2Holmstr(?)m L,Sain R,Miettinen H E. Computer Physics Communications . 1995
  • 3Fisher R A.The Use of Multiple Measurements in Taxo- nomic Problems[].Annals of Eugenics.1936
  • 4.
  • 5Beale R,Jackson T.Neural Com- puting:An Introduction[]..1991
  • 6Roe B P,YANG H J et al. Nucl.Instrum.Methods . 2005
  • 7.
  • 8LI Wei-Dong,LIU Huai-Min et al.The Offline Software for the BESⅢExperiment[].Proceeding of CHEP.2006
  • 9Bishop C M.Neural Networks for Pattern Recognition[]..1998
  • 10DENG Zi-Yan et al. HEP & NP . 2006

同被引文献15

  • 1朱永生.关于信号的统计显著性[J].高能物理与核物理,2006,30(4):331-334. 被引量：2
  • 2邓子艳,曹国富,付成栋,何苗,刘怀民,冒亚军,夏宇,尤郑昀,袁野,汤睿,刘英杰,马秋梅,马想,王大勇,毛泽普,文硕平,王喆,李卫东,张长春,邱进发,张学尧,张晓梅,张瑶,郑直,俞国威,黄性涛,蒋林立,臧石磊.面向对象的BESⅢ探测器模拟系统[J].高能物理与核物理,2006,30(5):371-377. 被引量：17
  • 3王由凯,莫晓虎,苑长征,刘觉平.基于高精度理论截面计算的τ质量的再拟合(英文)[J].高能物理与核物理,2007,31(4):325-331. 被引量：1
  • 4Preliminary design report of BEPCII(2003). Linac: IHEP-BEPCII-SB-03-2 ; Storage ring: IHEP-BEPCII-SB-03-3. (in Chinese).
  • 5Preliminary design report of the BESIII detector (2004). IHEP-BEPCII-SB-13.
  • 6Z. Bai et al , Phys. Rev. Lett 69, 3021-3024 (1992).
  • 7J. Z. Baietal. , Phys. Rev. D53, 20-34 (1996).
  • 8Particle Data Group, K. Hikasa et al, Phys. Rev. D 45,S1(1992).
  • 9V. V. Anashinet al. , Nucl. Phys. D-Proceedings Supplements, 169, 125-131 (2007).
  • 10Particle Data Group, W. M. Yao et al. , J. Phys. G 33, 1(2006).

引证文献2

  • 1花春飞,莫晓虎,李玉晓,边渐鸣,曹国富,曹学香,陈申见,邓子艳,傅成栋,高原宁,何康林,何苗,黄彬,黄性涛,季晓斌,李海波,李卫东,梁羽铁,刘春秀,刘怀民,刘秋光,刘锁,马秋梅,马想,冒亚军,毛泽普,潘明华,庞彩莹,平荣刚,秦亚红,邱进发,孙胜森,孙永昭,王纪科,王亮亮,文硕频,伍灵慧,谢宇广,徐敏,严亮,尤郑昀,俞国威,苑长征,袁野,张长春,张建勇,张学尧,张瑶,郑阳恒,朱永生,朱志丽,邹佳恒.BESⅢ上τ轻子对产生阈附近衰变分支比测量的模拟研究[J].核电子学与探测技术,2009,29(5):1081-1087.
  • 2王滨龙,吕晓睿,郑阳恒.超级陶粲装置上的Collins效应[J].中国科学院大学学报（中英文）,2021,38(4):433-441. 被引量：1

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  • 1M.Achasov,X.C.Ai,L.P.An,R.Aliberti,Q.An,X.Z.Bai,Y.Bai,O.Bakina,A.Barnyakov,V.Blinov,V.Bobrovnikov,D.Bodrov,A.Bogomyagkov,A.Bondar,I.Boyko,Z.H.Bu,F.M.Cai,H.Cai,J.J.Cao,Q.H.Cao,X.Cao,Z.Cao,Q.Chang,K.T.Chao,D.Y.Chen,H.Chen,H.X.Chen,J.F.Chen,K.Chen,L.L.Chen,P.Chen,S.L.Chen,S.M.Chen,S.Chen,S.P.Chen,W.Chen,X.Chen,X.F.Chen,X.R.Chen,Y.Chen,Y.Q.Chen,H.Y.Cheng,J.Cheng,S.Cheng,T.G.Cheng,J.P.Dai,L.Y.Dai,X.C.Dai,D.Dedovich,A.Denig,I.Denisenko,J.M.Dias,D.Z.Ding,L.Y.Dong,W.H.Dong,V.Druzhinin,D.S.Du,Y.J.Du,Z.G.Du,L.M.Duan,D.Epifanov,Y.L.Fan,S.S.Fang,Z.J.Fang,G.Fedotovich,C.Q.Feng,X.Feng,Y.T.Feng,J.L.Fu,J.Gao,Y.N.Gao,P.S.Ge,C.Q.Geng,L.S.Geng,A.Gilman,L.Gong,T.Gong,B.Gou,W.Gradl,J.L.Gu,A.Guevara,L.C.Gui,A.Q.Guo,F.K.Guo,J.C.Guo,J.Guo,Y.P.Guo,Z.H.Guo,A.Guskov,K.L.Han,L.Han,M.Han,X.Q.Hao,J.B.He,S.Q.He,X.G.He,Y.L.He,Z.B.He,Z.X.Heng,B.L.Hou,T.J.Hou,Y.R.Hou,C.Y.Hu,H.M.Hu,K.Hu,R.J.Hu,W.H.Hu,X.H.Hu,Y.C.Hu,J.Hua,G.S.Huang,J.S.Huang,M.Huang,Q.Y.Huang,W.Q.Huang,X.T.Huang,X.J.Huang,Y.B.Huang,Y.S.Huang,N.Hüsken,V.Ivanov,Q.P.Ji,J.J.Jia,S.Jia,Z.K.Jia,H.B.Jiang,J.Jiang,S.Z.Jiang,J.B.Jiao,Z.Jiao,H.J.Jing,X.L.Kang,X.S.Kang,B.C.Ke,M.Kenzie,A.Khoukaz,I.Koop,E.Kravchenko,A.Kuzmin,Y.Lei,E.Levichev,C.H.Li,C.Li,D.Y.Li,F.Li,G.Li,G.Li,H.B.Li,H.Li,H.N.Li,H.J.Li,H.L.Li,J.M.Li,J.Li,L.Li,L.Li,L.Y.Li,N.Li,P.R.Li,R.H.Li,S.Li,T.Li,W.J.Li,X.Li,X.H.Li,X.Q.Li,X.H.Li,Y.Li,Y.Y.Li,Z.J.Li,H.Liang,J.H.Liang,Y.T.Liang,G.R.Liao,L.Z.Liao,Y.Liao,C.X.Lin,D.X.Lin,X.S.Lin,B.J.Liu,C.W.Liu,D.Liu,F.Liu,G.M.Liu,H.B.Liu,J.Liu,J.J.Liu,J.B.Liu,K.Liu,K.Y.Liu,K.Liu,L.Liu,Q.Liu,S.B.Liu,T.Liu,X.Liu,Y.W.Liu,Y.Liu,Y.L.Liu,Z.Q.Liu,Z.Y.Liu,Z.W.Liu,I.Logashenko,Y.Long,C.G.Lu,J.X.Lu,N.Lu,Q.F.Lü,Y.Lu,Y.Lu,Z.Lu,P.Lukin,F.J.Luo,T.Luo,X.F.Luo,Y.H.Luo,H.J.Lyu,X.R.Lyu,J.P.Ma,P.Ma,Y.Ma,Y.M.Ma,F.Maas,S.Malde,D.Matvienko,Z.X.Meng,R.Mitchell,A.Nefediev,Y.Nefedov,S.L.Olsen,Q.Ouyang,P.Pakhlov,G.Pakhlova,X.Pan,Y.Pan,E.Passemar,Y.P.Pei,H.P.Peng,L.Peng,X.Y.Peng,X.J.Peng,K.Peters,S.Pivovarov,E.Pyata,B.B.Qi,Y.Q.Qi,W.B.Qian,Y.Qian,C.F.Qiao,J.J.Qin,J.J.Qin,L.Q.Qin,X.S.Qin,T.L.Qiu,J.Rademacker,C.F.Redmer,H.Y.Sang,M.Saur,W.Shan,X.Y.Shan,L.L.Shang,M.Shao,L.Shekhtman,C.P.Shen,J.M.Shen,Z.T.Shen,H.C.Shi,X.D.Shi,B.Shwartz,A.Sokolov,J.J.Song,W.M.Song,Y.Song,Y.X.Song,A.Sukharev,J.F.Sun,L.Sun,X.M.Sun,Y.J.Sun,Z.P.Sun,J.Tang,S.S.Tang,Z.B.Tang,C.H.Tian,J.S.Tian,Y.Tian,Y.Tikhonov,K.Todyshev,T.Uglov,V.Vorobyev,B.D.Wan,B.L.Wang,B.Wang,D.Y.Wang,G.Y.Wang,G.L.Wang,H.L.Wang,J.Wang,J.H.Wang,J.C.Wang,M.L.Wang,R.Wang,R.Wang,S.B.Wang,W.Wang,W.P.Wang,X.C.Wang,X.D.Wang,X.L.Wang,X.L.Wang,X.P.Wang,X.F.Wang,Y.D.Wang,Y.P.Wang,Y.Q.Wang,Y.L.Wang,Y.G.Wang,Z.Y.Wang,Z.Y.Wang,Z.L.Wang,Z.G.Wang,D.H.Wei,X.L.Wei,X.M.Wei,Q.G.Wen,X.J.Wen,G.Wilkinson,B.Wu,J.J.Wu,L.Wu,P.Wu,T.W.Wu,Y.S.Wu,L.Xia,T.Xiang,C.W.Xiao,D.Xiao,M.Xiao,K.P.Xie,Y.H.Xie,Y.Xing,Z.Z.Xing,X.N.Xiong,F.R.Xu,J.Xu,L.L.Xu,Q.N.Xu,X.C.Xu,X.P.Xu,Y.C.Xu,Y.P.Xu,Y.Xu,Z.Z.Xu,D.W.Xuan,F.F.Xue,L.Yan,M.J.Yan,W.B.Yan,W.C.Yan,X.S.Yan,B.F.Yang,C.Yang,H.J.Yang,H.R.Yang,H.T.Yang,J.F.Yang,S.L.Yang,Y.D.Yang,Y.H.Yang,Y.S.Yang,Y.L.Yang,Z.W.Yang,Z.Y.Yang,D.L.Yao,H.Yin,X.H.Yin,N.Yokozaki,S.Y.You,Z.Y.You,C.X.Yu,F.S.Yu,G.L.Yu,H.L.Yu,J.S.Yu,J.Q.Yu,L.Yuan,X.B.Yuan,Z.Y.Yuan,Y.F.Yue,M.Zeng,S.Zeng,A.L.Zhang,B.W.Zhang,G.Y.Zhang,G.Q.Zhang,H.J.Zhang,H.B.Zhang,J.Y.Zhang,J.L.Zhang,J.Zhang,L.Zhang,L.M.Zhang,Q.A.Zhang,R.Zhang,S.L.Zhang,T.Zhang,X.Zhang,Y.Zhang,Y.J.Zhang,Y.X.Zhang,Y.T.Zhang,Y.F.Zhang,Y.C.Zhang,Y.Zhang,Y.Zhang,Y.M.Zhang,Y.L.Zhang,Z.H.Zhang,Z.Y.Zhang,Z.Y.Zhang,H.Y.Zhao,J.Zhao,L.Zhao,M.G.Zhao,Q.Zhao,R.G.Zhao,R.P.Zhao,Y.X.Zhao,Z.G.Zhao,Z.X.Zhao,A.Zhemchugov,B.Zheng,L.Zheng,Q.B.Zheng,R.Zheng,Y.H.Zheng,X.H.Zhong,H.J.Zhou,H.Q.Zhou,H.Zhou,S.H.Zhou,X.Zhou,X.K.Zhou,X.P.Zhou,X.R.Zhou,Y.L.Zhou,Y.Zhou,Y.X.Zhou,Z.Y.Zhou,J.Y.Zhu,K.Zhu,R.D.Zhu,R.L.Zhu,S.H.Zhu,Y.C.Zhu,Z.A.Zhu,V.Zhukova,V.Zhulanov,B.S.Zou,Y.B.Zuo.STCF conceptual design report (Volume 1): Physics & detector[J].Frontiers of physics,2024,19(1):1-154. 被引量：5
Chinese Physics C
2008年 第1期

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