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Measurement of Long Baseline Neutrino Oscillations and Improvements from Deep Learning

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자료유형학위논문
서명/저자사항Measurement of Long Baseline Neutrino Oscillations and Improvements from Deep Learning.
개인저자Psihas, Fernanda.
단체저자명Indiana University. Physics.
발행사항[S.l.]: Indiana University., 2018.
발행사항Ann Arbor: ProQuest Dissertations & Theses, 2018.
형태사항278 p.
기본자료 저록Dissertation Abstracts International 79-11B(E).
Dissertation Abstract International
ISBN9780438065604
학위논문주기Thesis (Ph.D.)--Indiana University, 2018.
일반주기 Source: Dissertation Abstracts International, Volume: 79-11(E), Section: B.
Adviser: Mark D. Messier.
요약NOvA is a long-baseline neutrino oscillation experiment which measures the oscillation of muon neutrinos from the NuMI beam at Fermilab after they travel through the Earth for 810 km. In this dissertation I describe the operations and monitoring
요약The CNN single particle identifier achieves 65%, 73%, 74%, 83%, and 45% efficiency and 81%, 71%, 86%, 73%, and 45% purity for electrons, photons, muons, protons, and pions, respectively, with no additional selection. The identification of signal
일반주제명Physics.
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