Training data for "Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power"
收藏DataCite Commons2024-11-18 更新2025-04-16 收录
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资源简介：
This repository contains data for the NeurIPS conference paper titled "Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power".
Raw data is provided in the following files:
PBD2_VRFD_pbd2_stream_6_run52040_file114_20240227T153103.hdf5
PBD2_VRFD_pbd2_stream_6_run52040_file115_20240227T153214.hdf5
PBD2_VRFD_pbd2_stream_6_run52040_file116_20240227T153325.hdf5
PBD2_VRFD_pbd2_stream_6_run52040_file117_20240227T153436.hdf5
The raw data contains 23 machine parameters as well as the longitudinal phase space images of 2826 shots in the lasing-off regime of the FLASH2 beamline at DESY Hamburg.
Training data for the MLP model is contained in "electron_power_data_files_114_115_116_117.hdf5"
The training data contains 23 machine parameters as well as the temporal power profiles of 2826 electron bunches.
提供机构：
Rodare
创建时间：
2024-11-12
