LHC physics dataset for unsupervised New Physics detection at 40 MHz

本数据集名为LHC物理数据集，用于在40 MHz下进行无监督的新物理检测，由欧洲核子研究组织创建。数据集包含8209492条事件记录，主要来源于大型强子对撞机中的质子-质子碰撞数据。创建过程中，通过模拟实时处理系统筛选出包含电子或μ子的碰撞事件。该数据集旨在支持开发新型事件选择策略，并评估其对新物理现象的敏感性，特别适用于实时事件选择系统的算法优化。

This dataset, termed the LHC Physics Dataset, is designed for unsupervised new physics detection at 40 MHz and was developed by the European Organization for Nuclear Research (CERN). It comprises 8,209,492 event records, primarily sourced from proton-proton collision data acquired at the Large Hadron Collider (LHC). During its curation, simulated real-time processing pipelines were utilized to filter collision events containing electrons or muons. This dataset aims to support the development of novel event selection strategies, evaluate their sensitivity to new physical phenomena, and is particularly suitable for algorithm optimization in real-time event selection systems.