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- W3105419464 abstract "A simulation study of energy resolution, position resolution, and π0-γ separation using multivariate methods of a sampling calorimeter is presented. As a realistic example, the geometry of the calorimeter is taken from the design geometry of the Shashlik calorimeter which was considered as a candidate for CMS endcap for the phase II of LHC running. The methods proposed in this paper can be easily adapted to various geometrical layouts of a sampling calorimeter. Energy resolution is studied for different layouts and different absorber-scintillator combinations of the Shashlik detector. It is shown that a boosted decision tree using fine grained information of the calorimeter can perform three times better than a cut-based method for separation of π0 from γ over a large energy range of 20 GeV–200 GeV." @default.
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- W3105419464 date "2017-07-12" @default.
- W3105419464 modified "2023-09-26" @default.
- W3105419464 title "Simulation study of energy resolution, position resolution and >π0-γ separation of a sampling electromagnetic calorimeter at high energies" @default.
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- W3105419464 doi "https://doi.org/10.1088/1748-0221/12/07/p07013" @default.
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