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- W4200162802 abstract "Abstract The DeepCore sub-array within the IceCube Neutrino Observatory is a densely instrumented region of Antarctic ice designed to observe atmospheric neutrino interactions above 5 GeV via Cherenkov radiation. An essential aspect of any neutrino oscillation analysis is the ability to accurately identify the flavor of neutrino events in the detector. This task is particularly difficult at low energies when very little light is deposited in the detector. Here we discuss the use of machine learning to perform event classification at low energies in IceCube using a boosted decision tree (BDT). A BDT is trained using reconstructed quantities to identify track-like events, which result from muon neutrino charged current interactions. This new method improves the accuracy of particle identification compared to traditional classification methods which rely on univariate straight cuts." @default.
- W4200162802 created "2021-12-31" @default.
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- W4200162802 date "2021-12-01" @default.
- W4200162802 modified "2023-10-16" @default.
- W4200162802 title "Low energy event classification in IceCube using boosted decision trees" @default.
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- W4200162802 doi "https://doi.org/10.1088/1748-0221/16/12/c12007" @default.
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