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Visualization for physics analysis improvement and applications in BESIII
Frontiers of Physics ( IF 6.5 ) Pub Date : 2024-07-04 , DOI: 10.1007/s11467-024-1422-7
Zhi-Jun Li , Ming-Kuan Yuan , Yun-Xuan Song , Yan-Gu Li , Jing-Shu Li , Sheng-Sen Sun , Xiao-Long Wang , Zheng-Yun You , Ya-Jun Mao

Modern particle physics experiments usually rely on highly complex and large-scale spectrometer devices. In high energy physics experiments, visualization helps detector design, data quality monitoring, offline data processing, and has great potential for improving physics analysis. In addition to the traditional physics data analysis based on statistical methods, visualization provides unique intuitive advantages in searching for rare signal events and reducing background noises. By applying the event display tool to several physics analyses in the BESIII experiment, we demonstrate that visualization can benefit potential physics discovery and improve the signal significance. With the development of modern visualization techniques, it is expected to play a more important role in future data processing and physics analysis of particle physics experiments.



中文翻译:


物理分析可视化改进及其在 BESIII 中的应用



现代粒子物理实验通常依赖于高度复杂和大规模的光谱仪设备。在高能物理实验中,可视化有助于探测器设计、数据质量监控、离线数据处理,并且在改进物理分析方面具有巨大潜力。除了基于统计方法的传统物理数据分析之外,可视化在搜索稀有信号事件和减少背景噪声方面提供了独特的直观优势。通过将事件显示工具应用于 BESIII 实验中的多项物理分析,我们证明可视化可以有利于潜在的物理发现并提高信号显着性。随着现代可视化技术的发展,它有望在未来粒子物理实验的数据处理和物理分析中发挥更加重要的作用。

更新日期:2024-07-04
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