Schroedinger Bridge Refinement Fast and Full Sim Data

Electron showers in a 10x10 calorimeter simulated with fast simulation methods (GFlash) and full simulation (Geant4). These showers were used for the Schroedinger Bridge Refinement project.
4 different electron energy settings are available:
- randomly sampled between 10 and 100 GeV (split into a training and eval set)
- 20 GeV
- 50 GeV
- 80 GeV

Each set contains 100k showers. Each shower is a 201-dimensional object, where the first 100 dimensions correspond to the deposited energies in the 10x10 calorimeter cells, the next 100 dimensions. describe the total number of depositions in the cells (not used in the refinement project) and the final dimension gives the incident electron energy. The energy depositions are in units of [GeV], the incident particle energy in units of [MeV]

本数据集涵盖通过快速模拟方法（GFlash）与全模拟工具（Geant4）生成的10×10量能器（calorimeter）内电子簇射（electron showers）数据，此类簇射曾被应用于薛定谔桥精细化项目。
本次数据集提供四种不同的电子能量设置：
- 采样范围为10至100 GeV的随机能量（已划分为训练集与评估集）
- 20 GeV
- 50 GeV
- 80 GeV

每种能量设置对应的数据集均包含10万条簇射样本。每条簇射样本为一个201维的特征向量：前100维对应10×10量能器各单元的粒子沉积能量，中间100维描述各单元的粒子沉积总次数（该特征未在本次精细化项目中使用），最后一维为入射电子的能量。粒子沉积能量的单位为[GeV]，入射粒子的能量单位为[MeV]