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重建并校准的击中信号的仿真数据。本次仿真通过蒙特卡洛方法（Monte Carlo method）生成能量范围为20至350 GeV的正电子束流。数据集收录了该原型探测器内各重建校准击中信号的坐标信息，以及以MIP（Minimum Ionizing Particle，最小电离粒子）为单位的校准后能量值。可从gzip压缩文件中提取得到HDF5格式的数据文件。