Electron Energy Regression in High-Granularity Calorimeter Prototype

The dataset consists of simulations of calibrated reconstructed hits produced by a positron passing through the HGCAL test beam prototype. For the simulations, Monte Carlo method is used to produce the positrons with energy ranging from 20 to 350 GeV. The dataset contains the coordinates of the calibrated reconstructed hits in the prototype along with the calibrated energy in units of MIP. The HDF5 files can be extracted from the gzip files.

本数据集包含正电子穿过HGCAL测试束原型探测器时产生的经校准重建击中数据的模拟结果。本次模拟采用蒙特卡洛方法生成能量范围为20~350 GeV的正电子。数据集内包含该原型探测器中经校准重建击中的坐标信息，以及以MIP（Minimum Ionizing Particle）为单位的校准后能量值。用户可从gzip压缩文件中提取得到HDF5格式的数据文件。