Application of the parametric formulae for electromagnetic showers in unconverted <EM>γπ</EM><SUP>0</SUP> discrimination

TAO Jun-Quan; CHEN Guo-Ming; YANG Min; BIAN Jian-Guo; LI Zu-Hao; LIANG Song; TANG Zhi-Cheng; WANG Jian; WANG Xian-You; WANG Zheng; XIAO Hong; XU Ming; ZANG Jing-Jing; ZHANG Zhen-Xia

doi:10.1088/1674-1137/35/3/011

Chinese Physics C> 2011, Vol. 35> Issue(3) : 269-277 DOI: 10.1088/1674-1137/35/3/011

Application of the parametric formulae for electromagnetic showers in unconverted γπ⁰ discrimination

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In the LHC experiment, the neutral pions produced during jet fragmentation are the background sources for all physics channels with high-energy photons in their final state. In this paper, the application of the three-dimensional parametric formula for electromagnetic (EM) showers, which we developed in the Alpha Magnetic Spectrometer II experiment, is presented to distinguish the unconverted photons from the neutral pions. With the constructed electromagnetic calorimeter (ECAL) in a GEANT4 simulation, the parametric formulae were validated and the unconverted γπ⁰ discrimination was performed with the Toolkit for Multivariate Data Analysis (TMVA) package in ROOT for different transverse energies ranging from 15 GeV to 75 GeV, which is the most sensitive region for light Higgs (with mass ～120 GeV) searches with the channel H→γγ. With this discrimination method and the selected transverse energy region, we can reject π⁰ with the efficiency from ～40% (65--75 GeV) to ～90% (15--25 GeV) when keeping 90% γ efficiency.

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TAO Jun-Quan, CHEN Guo-Ming, YANG Min, BIAN Jian-Guo, LI Zu-Hao, LIANG Song, TANG Zhi-Cheng, WANG Jian, WANG Xian-You, WANG Zheng, XIAO Hong, XU Ming, ZANG Jing-Jing, ZHANG Zhen-Xia and Application of the parametric formulae for electromagnetic showers in unconverted γπ⁰ discrimination[J]. Chinese Physics C, 2011, 35(3): 269-277. doi: 10.1088/1674-1137/35/3/011

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Received: 2010-06-24
Revised: 2010-10-15

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通讯作者: 陈斌, bchen63@163.com

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沈阳化工大学材料科学与工程学院沈阳 110142

Application of the parametric formulae for electromagnetic showers in unconverted γπ⁰ discrimination

Received Date: 2010-06-24

Accepted Date: 2010-10-15

Available Online: 2011-03-05

Abstract: In the LHC experiment, the neutral pions produced during jet fragmentation are the background sources for all physics channels with high-energy photons in their final state. In this paper, the application of the three-dimensional parametric formula for electromagnetic (EM) showers, which we developed in the Alpha Magnetic Spectrometer II experiment, is presented to distinguish the unconverted photons from the neutral pions. With the constructed electromagnetic calorimeter (ECAL) in a GEANT4 simulation, the parametric formulae were validated and the unconverted γπ⁰ discrimination was performed with the Toolkit for Multivariate Data Analysis (TMVA) package in ROOT for different transverse energies ranging from 15 GeV to 75 GeV, which is the most sensitive region for light Higgs (with mass ～120 GeV) searches with the channel H→γγ. With this discrimination method and the selected transverse energy region, we can reject π⁰ with the efficiency from ～40% (65--75 GeV) to ～90% (15--25 GeV) when keeping 90% γ efficiency.

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Application of the parametric formulae for electromagnetic showers in unconverted γπ0 discrimination

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Application of the parametric formulae for electromagnetic showers in unconverted γπ⁰ discrimination

Application of the parametric formulae for electromagnetic showers in unconverted γπ⁰ discrimination