论文标题
COMPF5：最终用户分析局部组报告
CompF5: End User Analysis Topical Group Report
论文作者
论文摘要
本报告总结了计算前沿局部局部对雪质2021的最终用户分析的工作。最终用户分析是指从重建和模拟的实验数据中提取物理学的提取。高能量物理实验产生的系统可以执行常见的重建，校准和仿真任务，从而产生共享的数据样本。然后减少这些详细的数据样本以创建一系列分析样本，通常通过触发对象选择对特定物理主题进行优化。最终用户（分析仪）然后分析这些样品以产生物理结果。社区讨论将最终用户分析集合分类为分析生态系统，分析模型，数据集簿记和格式，协作软件和培训。我们根据这些影响最终用户分析的关键领域提出了发现和建议。
This report summarizes the work of the Computational Frontier topical group on end user analysis for Snowmass 2021. End User Analysis refers to the extraction of physics results from reconstructed and simulated experimental data. High energy physics experiments produce systems that perform common reconstruction, calibration, and simulation tasks, resulting in shared data samples. These detailed data samples are then reduced to create a range of analysis samples, often optimized for a particular physics topic by a trigger or data object selection. End users (analyzers) then analyze those samples to produce physics results. Community discussions converged on categorizing the end user analysis ensemble into Analysis Ecosystems, Analysis Models, Dataset Bookkeeping and Formats, Collaborative Software, and Training. We present findings and recommendations based on these key areas that impact end user analysis.
