Dataset Open Access
{
"stats": {
"volume": 69502225.0,
"unique_downloads": 22.0,
"version_unique_downloads": 22.0,
"unique_views": 39.0,
"downloads": 22.0,
"version_unique_views": 39.0,
"version_views": 42.0,
"version_downloads": 22.0,
"version_volume": 69502225.0,
"views": 42.0
},
"metadata": {
"related_identifiers": [
{
"scheme": "url",
"identifier": "https://www.hzdr.de/publications/Publ-42455",
"relation": "isIdenticalTo"
},
{
"scheme": "doi",
"identifier": "10.14278/rodare.4186",
"relation": "isVersionOf"
}
],
"access_right": "open",
"doc_id": "1",
"pub_id": "42455",
"resource_type": {
"type": "dataset",
"title": "Dataset"
},
"title": "A dataset for exploring regression and classification of particle accelerator control and resulting beam positions",
"relations": {
"version": [
{
"parent": {
"pid_type": "recid",
"pid_value": "4186"
},
"is_last": true,
"count": 1,
"last_child": {
"pid_type": "recid",
"pid_value": "4187"
},
"index": 0
}
]
},
"license": {
"id": "CC-BY-4.0"
},
"description": "<p>This dataset simple_ARES.csv was generated with the open-source <a href=\"https://cheetah-accelerator.readthedocs.io/en/latest/index.html\">cheetah simulator</a> for didactical purposes.\u00a0</p>\r\n\r\n<p>To reproduce the dataset, do the following in a python 3.12 environment:</p>\r\n\r\n<p>1. source .venv/bin/activate</p>\r\n\r\n<p>2. uv sync</p>\r\n\r\n<p>3. python ./generate_simple.py # or execute all cells in ./generate_simple.ipynb</p>",
"communities": [
{
"id": "matter"
},
{
"id": "rodare"
}
],
"keywords": [
"machine learning",
"particle accelerators",
"beam control",
"beam quality"
],
"doi": "10.14278/rodare.4187",
"access_right_category": "success",
"creators": [
{
"name": "Steinbach, Peter",
"orcid": "0000-0002-4974-230X"
}
],
"version": "0.1",
"publication_date": "2025-12-15"
},
"conceptrecid": "4186",
"files": [
{
"size": 10420,
"type": "ipynb",
"key": "generate_simple.ipynb",
"links": {
"self": "https://rodare.hzdr.de/api/files/f14c49a1-4699-48ae-9a20-557ff66ab6f1/generate_simple.ipynb"
},
"checksum": "md5:b0b450674dd1a3355d610b952a880a5b",
"bucket": "f14c49a1-4699-48ae-9a20-557ff66ab6f1"
},
{
"size": 6921,
"type": "py",
"key": "generate_simple.py",
"links": {
"self": "https://rodare.hzdr.de/api/files/f14c49a1-4699-48ae-9a20-557ff66ab6f1/generate_simple.py"
},
"checksum": "md5:4902b2cde12bcdc684d1ca3ec5bbe30c",
"bucket": "f14c49a1-4699-48ae-9a20-557ff66ab6f1"
},
{
"size": 290,
"type": "toml",
"key": "pyproject.toml",
"links": {
"self": "https://rodare.hzdr.de/api/files/f14c49a1-4699-48ae-9a20-557ff66ab6f1/pyproject.toml"
},
"checksum": "md5:1a39974d6d95fa97e44a54d29d7dcb08",
"bucket": "f14c49a1-4699-48ae-9a20-557ff66ab6f1"
},
{
"size": 6820998,
"type": "csv",
"key": "simple_ARES.csv",
"links": {
"self": "https://rodare.hzdr.de/api/files/f14c49a1-4699-48ae-9a20-557ff66ab6f1/simple_ARES.csv"
},
"checksum": "md5:2fd04218046e74ef6b9a01f4e1edba2a",
"bucket": "f14c49a1-4699-48ae-9a20-557ff66ab6f1"
},
{
"size": 208392,
"type": "lock",
"key": "uv.lock",
"links": {
"self": "https://rodare.hzdr.de/api/files/f14c49a1-4699-48ae-9a20-557ff66ab6f1/uv.lock"
},
"checksum": "md5:be33cd76f876bcaa4d23fa649ab83cea",
"bucket": "f14c49a1-4699-48ae-9a20-557ff66ab6f1"
}
],
"revision": 5,
"doi": "10.14278/rodare.4187",
"links": {
"badge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.4187.svg",
"doi": "https://doi.org/10.14278/rodare.4187",
"conceptbadge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.4186.svg",
"conceptdoi": "https://doi.org/10.14278/rodare.4186",
"bucket": "https://rodare.hzdr.de/api/files/f14c49a1-4699-48ae-9a20-557ff66ab6f1",
"html": "https://rodare.hzdr.de/record/4187",
"latest": "https://rodare.hzdr.de/api/records/4187",
"latest_html": "https://rodare.hzdr.de/record/4187"
},
"updated": "2025-12-22T13:21:22.919068+00:00",
"owners": [
156
],
"created": "2025-12-19T16:18:11.004120+00:00",
"id": 4187,
"conceptdoi": "10.14278/rodare.4186"
}
| All versions | This version | |
|---|---|---|
| Views | 42 | 42 |
| Downloads | 22 | 22 |
| Data volume | 69.5 MB | 69.5 MB |
| Unique views | 39 | 39 |
| Unique downloads | 22 | 22 |