Datasets › Training data for "Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power"
Training data for "Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power"
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
Benchmarks archive 2025-07-28
No leaderboard in the archive resolves to this dataset.
Papers archive 2025-07-28
No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
No task tagged in the archive.
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Training data for "Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power"
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections