Dataset Open Access
Korten, Till;
Steinbach, Peter;
Mirian, Najmeh Sadat
{
"files": [
{
"size": 7876192,
"links": {
"self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/electron_power_data_files_114_115_116_117.hdf5"
},
"type": "hdf5",
"key": "electron_power_data_files_114_115_116_117.hdf5",
"bucket": "449347b6-a78d-402c-a727-0da567ee3315",
"checksum": "md5:da0fb7d7953e5d4ab44abb999ef03df0"
},
{
"size": 299512264,
"links": {
"self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/PBD2_VRFD_pbd2_stream_6_run52040_file114_20240227T153103.hdf5"
},
"type": "hdf5",
"key": "PBD2_VRFD_pbd2_stream_6_run52040_file114_20240227T153103.hdf5",
"bucket": "449347b6-a78d-402c-a727-0da567ee3315",
"checksum": "md5:983e98eb9d98d978f7da68315f9f08a1"
},
{
"size": 299708479,
"links": {
"self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/PBD2_VRFD_pbd2_stream_6_run52040_file115_20240227T153214.hdf5"
},
"type": "hdf5",
"key": "PBD2_VRFD_pbd2_stream_6_run52040_file115_20240227T153214.hdf5",
"bucket": "449347b6-a78d-402c-a727-0da567ee3315",
"checksum": "md5:011f1baf795b54a379ea847c9af545c1"
},
{
"size": 299870452,
"links": {
"self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/PBD2_VRFD_pbd2_stream_6_run52040_file116_20240227T153325.hdf5"
},
"type": "hdf5",
"key": "PBD2_VRFD_pbd2_stream_6_run52040_file116_20240227T153325.hdf5",
"bucket": "449347b6-a78d-402c-a727-0da567ee3315",
"checksum": "md5:9a173888cc1f39c8aa98707f82fc72da"
},
{
"size": 299769502,
"links": {
"self": "https://rodare.hzdr.de/api/files/449347b6-a78d-402c-a727-0da567ee3315/PBD2_VRFD_pbd2_stream_6_run52040_file117_20240227T153436.hdf5"
},
"type": "hdf5",
"key": "PBD2_VRFD_pbd2_stream_6_run52040_file117_20240227T153436.hdf5",
"bucket": "449347b6-a78d-402c-a727-0da567ee3315",
"checksum": "md5:a9b18259cb3e86c25667e540f27b3ef6"
}
],
"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"
},
"revision": 12,
"stats": {
"volume": 140807187882.0,
"unique_downloads": 519.0,
"version_unique_downloads": 519.0,
"unique_views": 928.0,
"downloads": 573.0,
"version_unique_views": 928.0,
"version_views": 1041.0,
"version_downloads": 573.0,
"version_volume": 140807187882.0,
"views": 1041.0
},
"id": 3253,
"owners": [
966
],
"updated": "2025-06-06T11:15:25.799457+00:00",
"metadata": {
"creators": [
{
"name": "Korten, Till",
"affiliation": "Helmholtz-Zentrum Dresden-Rossendorf HZDR",
"orcid": "0000-0002-2315-9247"
},
{
"name": "Steinbach, Peter",
"affiliation": "Helmholtz-Zentrum Dresden-Rossendorf HZDR",
"orcid": "0000-0002-4974-230X"
},
{
"name": "Mirian, Najmeh Sadat",
"affiliation": "Helmholtz-Zentrum Dresden-Rossendorf HZDR",
"orcid": "0000-0002-6152-2721"
}
],
"title": "Training data for \"Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power\"",
"doi": "10.14278/rodare.3253",
"communities": [
{
"id": "rodare"
}
],
"resource_type": {
"type": "dataset",
"title": "Dataset"
},
"publication_date": "2024-11-12",
"relations": {
"version": [
{
"last_child": {
"pid_value": "3253",
"pid_type": "recid"
},
"index": 0,
"count": 1,
"parent": {
"pid_value": "3252",
"pid_type": "recid"
},
"is_last": true
}
]
},
"pub_id": "39889",
"access_right": "open",
"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>",
"doc_id": "1",
"license": {
"id": "CC-BY-4.0"
},
"related_identifiers": [
{
"relation": "isReferencedBy",
"identifier": "10.48550/arXiv.2411.09468",
"scheme": "doi"
},
{
"relation": "isIdenticalTo",
"identifier": "https://www.hzdr.de/publications/Publ-39889",
"scheme": "url"
},
{
"relation": "isReferencedBy",
"identifier": "https://www.hzdr.de/publications/Publ-39922",
"scheme": "url"
},
{
"relation": "isReferencedBy",
"identifier": "https://www.hzdr.de/publications/Publ-41368",
"scheme": "url"
},
{
"relation": "isVersionOf",
"identifier": "10.14278/rodare.3252",
"scheme": "doi"
}
],
"keywords": [
"machine learning",
"free electron laser",
"linear accelerator"
],
"access_right_category": "success"
},
"doi": "10.14278/rodare.3253",
"conceptdoi": "10.14278/rodare.3252",
"conceptrecid": "3252",
"created": "2024-11-12T17:08:00.813825+00:00"
}
| All versions | This version | |
|---|---|---|
| Views | 1,041 | 1,041 |
| Downloads | 573 | 573 |
| Data volume | 140.8 GB | 140.8 GB |
| Unique views | 928 | 928 |
| Unique downloads | 519 | 519 |