22–25 Aug 2023
Tufts University
America/New_York timezone

NuDot and Machine Learning

Not scheduled
35m
Tufts University

Tufts University

4th Floor Tufts Collaborative Learning and Innovation Center (CLIC) 574 Boston Ave, Medford, MA 02155 Zoom link: https://tufts.zoom.us/j/94932630273?pwd=Z3VSK3A2Tmx2a21uaDdsVHRSenU1dz09 Meeting ID: 949 3263 0273 Passcode: 880336
Individual Talk Session 7

Speaker

Masooma Sarfraz

Description

(Submitted as a poster request)
NuDot is a monolithic ton-scale liquid scintillator research and development testbed. Presently, NuDot aims to reduce one of the dominant backgrounds in modern and future neutrinoless double beta decay (0νββ) searches: the solar neutrino background. It will demonstrate the ability to separate the Cherenkov emission by MeV electrons from the scintillation radiation, through fast timing resolution and high speed electronics. The separation of Cherenkov radiation can be further used to distinguish the single electron emission by solar neutrinos from the back-to-back emission in 0νββ. This separation is done using low time transit spread photomultiplier tubes. This poster will explain the NuDot project and how new methods in machine learning can be used to improve signal extraction.

Primary author

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