Visualization for physics analysis improvement and applications in BESIII

IF 6.5 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY
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  (, )
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引用次数: 0

Abstract

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.

Abstract Image

改进物理分析的可视化和在 BESIII 中的应用
现代粒子物理实验通常依赖于高度复杂的大型光谱仪设备。在高能物理实验中,可视化有助于探测器设计、数据质量监控和离线数据处理,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外,可视化在搜索罕见信号事件和减少背景噪音方面具有独特的直观优势。通过将事件显示工具应用于 BESIII 实验中的多项物理分析,我们证明了可视化可以为潜在的物理发现带来益处,并提高信号的显著性。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重要的作用。
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来源期刊
Frontiers of Physics
Frontiers of Physics PHYSICS, MULTIDISCIPLINARY-
CiteScore
9.20
自引率
9.30%
发文量
898
审稿时长
6-12 weeks
期刊介绍: Frontiers of Physics is an international peer-reviewed journal dedicated to showcasing the latest advancements and significant progress in various research areas within the field of physics. The journal's scope is broad, covering a range of topics that include: Quantum computation and quantum information Atomic, molecular, and optical physics Condensed matter physics, material sciences, and interdisciplinary research Particle, nuclear physics, astrophysics, and cosmology The journal's mission is to highlight frontier achievements, hot topics, and cross-disciplinary points in physics, facilitating communication and idea exchange among physicists both in China and internationally. It serves as a platform for researchers to share their findings and insights, fostering collaboration and innovation across different areas of physics.
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