标题： RODEM喷嘴数据集 显示英文标题

标题： RODEM Jet Datasets

摘要： 我们介绍了RODEM喷嘴数据集，这是一个全面的模拟大半径喷嘴集合，旨在支持粒子物理中机器学习算法的开发和评估。 这些数据集涵盖了多种喷嘴来源，包括夸克/胶子喷嘴，W玻色子衰变的喷嘴，顶夸克以及重新物理粒子的喷嘴。 这些数据集提供了详细的子结构信息，包括喷嘴动量学、组成粒子动量学以及轨迹位移细节，使得在喷嘴标记、异常检测和生成建模等方面有广泛的应用。 显示英文摘要

摘要： We present the RODEM Jet Datasets, a comprehensive collection of simulated large-radius jets designed to support the development and evaluation of machine-learning algorithms in particle physics. These datasets encompass a diverse range of jet sources, including quark/gluon jets, jets from the decay of W bosons, top quarks, and heavy new-physics particles. The datasets provide detailed substructure information, including jet kinematics, constituent kinematics, and track displacement details, enabling a wide range of applications in jet tagging, anomaly detection, and generative modelling.