IceCube的公民科学：命名那个中微子
高能天体物理现象
2024-01-23 v1
摘要
“命名那个中微子”是一个公民科学项目，志愿者协助对冰立方中微子天文台（位于地理南极的巨大粒子探测器）的事件进行分类。从2023年3月到2023年9月，志愿者对由中微子信号和背景相互作用的模拟数据生成的视频进行了分类。“命名那个中微子”获得了超过128,000次分类，来自超过1,800名注册志愿者，并与深度神经网络机器学习算法获得的结果进行了比较。讨论了“命名那个中微子”和深度神经网络的可能改进。
引用
@article{arxiv.2401.11994,
title = {Citizen Science for IceCube: Name that Neutrino},
author = {R. Abbasi and M. Ackermann and J. Adams and S. K. Agarwalla and J. A. Aguilar and M. Ahlers and J. M. Alameddine and N. M. Amin and K. Andeen and G. Anton and C. Argüelles and Y. Ashida and S. Athanasiadou and L. Ausborm and S. N. Axani and X. Bai and A. Balagopal V. and M. Baricevic and S. W. Barwick and V. Basu and R. Bay and J. J. Beatty and J. Becker Tjus and J. Beise and C. Bellenghi and C. Benning and S. BenZvi and D. Berley and E. Bernardini and D. Z. Besson and E. Blaufuss and S. Blot and F. Bontempo and J. Y. Book and C. Boscolo Meneguolo and S. Böser and O. Botner and J. Böttcher and J. Braun and B. Brinson and J. Brostean-Kaiser and L. Brusa and R. T. Burley and R. S. Busse and D. Butterfield and M. A. Campana and I. Caracas and K. Carloni and J. Carpio and S. Chattopadhyay and N. Chau and C. Chen and Z. Chen and D. Chirkin and S. Choi and B. A. Clark and A. Coleman and G. H. Collin and A. Connolly and J. M. Conrad and P. Coppin and R. Corley and P. Correa and D. 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journal= {arXiv preprint arXiv:2401.11994},
year = {2024}
}