November 12, 2024 Dataset Open Access

Korten, Till; Steinbach, Peter; Mirian, Najmeh Sadat

JSON Export

{
  "conceptrecid": "3252", 
  "revision": 10, 
  "created": "2024-11-12T17:08:00.813825+00:00", 
  "metadata": {
    "title": "Training data for \"Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power\"", 
    "access_right": "open", 
    "related_identifiers": [
      {
        "scheme": "url", 
        "relation": "isIdenticalTo", 
        "identifier": "https://www.hzdr.de/publications/Publ-39889"
      }, 
      {
        "scheme": "doi", 
        "relation": "isVersionOf", 
        "identifier": "10.14278/rodare.3252"
      }
    ], 
    "communities": [
      {
        "id": "rodare"
      }
    ], 
    "relations": {
      "version": [
        {
          "last_child": {
            "pid_type": "recid", 
            "pid_value": "3253"
          }, 
          "index": 0, 
          "count": 1, 
          "is_last": true, 
          "parent": {
            "pid_type": "recid", 
            "pid_value": "3252"
          }
        }
      ]
    }, 
    "resource_type": {
      "title": "Dataset", 
      "type": "dataset"
    }, 
    "license": {
      "id": "CC-BY-4.0"
    }, 
    "doc_id": "1", 
    "keywords": [
      "machine learning", 
      "free electron laser", 
      "linear accelerator"
    ], 
    "pub_id": "39889", 
    "creators": [
      {
        "orcid": "0000-0002-2315-9247", 
        "name": "Korten, Till", 
        "affiliation": "Helmholtz-Zentrum Dresden-Rossendorf HZDR"
      }, 
      {
        "orcid": "0000-0002-4974-230X", 
        "name": "Steinbach, Peter", 
        "affiliation": "Helmholtz-Zentrum Dresden-Rossendorf HZDR"
      }, 
      {
        "orcid": "0000-0002-6152-2721", 
        "name": "Mirian, Najmeh Sadat", 
        "affiliation": "Helmholtz-Zentrum Dresden-Rossendorf HZDR"
      }
    ], 
    "publication_date": "2024-11-12", 
    "access_right_category": "success", 
    "doi": "10.14278/rodare.3253", 
    "description": "<p>This repository contains data for the NeurIPS conference paper titled \"Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power\".</p>\r\n\r\n<p>Raw data is provided in the following files:</p>\r\n\r\n<ul>\r\n <li>PBD2_VRFD_pbd2_stream_6_run52040_file114_20240227T153103.hdf5</li>\r\n <li>PBD2_VRFD_pbd2_stream_6_run52040_file115_20240227T153214.hdf5</li>\r\n <li>PBD2_VRFD_pbd2_stream_6_run52040_file116_20240227T153325.hdf5</li>\r\n <li>PBD2_VRFD_pbd2_stream_6_run52040_file117_20240227T153436.hdf5</li>\r\n</ul>\r\n\r\n<p>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.</p>\r\n\r\n<p>Training data for the MLP model is contained in \"electron_power_data_files_114_115_116_117.hdf5\"</p>\r\n\r\n<p>The training data contains 23 machine parameters as well as the temporal power profiles of 2826 electron bunches.</p>"
  }, 
  "stats": {
    "volume": 22348491920.0, 
    "unique_downloads": 60.0, 
    "version_unique_downloads": 60.0, 
    "unique_views": 109.0, 
    "downloads": 95.0, 
    "version_unique_views": 109.0, 
    "version_views": 185.0, 
    "version_downloads": 95.0, 
    "version_volume": 22348491920.0, 
    "views": 185.0
  }, 
  "conceptdoi": "10.14278/rodare.3252", 
  "doi": "10.14278/rodare.3253", 
  "owners": [
    966
  ], 
  "links": {
    "badge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.3253.svg", 
    "doi": "https://doi.org/10.14278/rodare.3253", 
    "conceptbadge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.3252.svg", 
    "conceptdoi": "https://doi.org/10.14278/rodare.3252", 
    "bucket": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315", 
    "html": "https://rodare.hzdr.de/record/3253", 
    "latest": "https://rodare.hzdr.de/api/records/3253", 
    "latest_html": "https://rodare.hzdr.de/record/3253"
  }, 
  "files": [
    {
      "type": "hdf5", 
      "key": "electron_power_data_files_114_115_116_117.hdf5", 
      "bucket": "449347b6-a78d-402c-a727-0da567ee3315", 
      "size": 7876192, 
      "links": {
        "self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/electron_power_data_files_114_115_116_117.hdf5"
      }, 
      "checksum": "md5:da0fb7d7953e5d4ab44abb999ef03df0"
    }, 
    {
      "type": "hdf5", 
      "key": "PBD2_VRFD_pbd2_stream_6_run52040_file114_20240227T153103.hdf5", 
      "bucket": "449347b6-a78d-402c-a727-0da567ee3315", 
      "size": 299512264, 
      "links": {
        "self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/PBD2_VRFD_pbd2_stream_6_run52040_file114_20240227T153103.hdf5"
      }, 
      "checksum": "md5:983e98eb9d98d978f7da68315f9f08a1"
    }, 
    {
      "type": "hdf5", 
      "key": "PBD2_VRFD_pbd2_stream_6_run52040_file115_20240227T153214.hdf5", 
      "bucket": "449347b6-a78d-402c-a727-0da567ee3315", 
      "size": 299708479, 
      "links": {
        "self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/PBD2_VRFD_pbd2_stream_6_run52040_file115_20240227T153214.hdf5"
      }, 
      "checksum": "md5:011f1baf795b54a379ea847c9af545c1"
    }, 
    {
      "type": "hdf5", 
      "key": "PBD2_VRFD_pbd2_stream_6_run52040_file116_20240227T153325.hdf5", 
      "bucket": "449347b6-a78d-402c-a727-0da567ee3315", 
      "size": 299870452, 
      "links": {
        "self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/PBD2_VRFD_pbd2_stream_6_run52040_file116_20240227T153325.hdf5"
      }, 
      "checksum": "md5:9a173888cc1f39c8aa98707f82fc72da"
    }, 
    {
      "type": "hdf5", 
      "key": "PBD2_VRFD_pbd2_stream_6_run52040_file117_20240227T153436.hdf5", 
      "bucket": "449347b6-a78d-402c-a727-0da567ee3315", 
      "size": 299769502, 
      "links": {
        "self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/PBD2_VRFD_pbd2_stream_6_run52040_file117_20240227T153436.hdf5"
      }, 
      "checksum": "md5:a9b18259cb3e86c25667e540f27b3ef6"
    }
  ], 
  "updated": "2024-11-19T10:47:39.656335+00:00", 
  "id": 3253
}