Software Open Access
Sequeira, Miguel;
Erb, Denise;
Facsko, Stefan
{
"conceptrecid": "4119",
"metadata": {
"pub_id": "42223",
"doi": "10.14278/rodare.5093",
"relations": {
"version": [
{
"last_child": {
"pid_value": "5093",
"pid_type": "recid"
},
"is_last": true,
"count": 2,
"parent": {
"pid_value": "4119",
"pid_type": "recid"
},
"index": 1
}
]
},
"access_right": "open",
"creators": [
{
"orcid": "0000-0002-0389-6143",
"affiliation": "Ion Beam Center, Institute of Ion Beam Physics and Materials Research",
"name": "Sequeira, Miguel"
},
{
"orcid": "0000-0002-5831-7284",
"affiliation": "Ion Beam Center, Institute of Ion Beam Physics and Materials Research",
"name": "Erb, Denise"
},
{
"orcid": "0000-0003-3698-3793",
"affiliation": "Ion Beam Center, Institute of Ion Beam Physics and Materials Research",
"name": "Facsko, Stefan"
}
],
"resource_type": {
"title": "Software",
"type": "software"
},
"communities": [
{
"id": "fwi"
},
{
"id": "hzdr"
},
{
"id": "ibc"
},
{
"id": "rodare"
}
],
"version": "1.0.0",
"doc_id": "1",
"related_identifiers": [
{
"scheme": "doi",
"relation": "cites",
"identifier": "10.17815/jlsrf-3-159"
},
{
"scheme": "url",
"relation": "isIdenticalTo",
"identifier": "https://www.hzdr.de/publications/Publ-42223"
},
{
"scheme": "doi",
"relation": "isVersionOf",
"identifier": "10.14278/rodare.4119"
}
],
"description": "<p>This repository contains the experimental AFM datasets and the PINN-ShiftNet code used in the manuscript "Predicting instability-driven dynamics from sparse and imperfect measurements" (2026).</p>\n\n<p>This repository is also in<br>\nhttps://github.com/m-sequeira/PINN-ShiftNet/releases/tag/v1.0.0</p>\n\n<p> </p>\n\n<p>\u251c\u2500 PINN_ShiftNet/ <br>\n\u2502 \u2514\u2500 (code files) <br>\n\u251c\u2500 data/ <br>\n\u2502 \u2514\u2500 (raw and png experimental AFM data) <br>\n\u251c\u2500 README.md </p>",
"publication_date": "2026-10-14",
"access_right_category": "success",
"title": "Predicting instability-driven dynamics from sparse measurements: Code and Data",
"license": {
"id": "CC-BY-4.0"
}
},
"doi": "10.14278/rodare.5093",
"files": [
{
"key": "PINN-ShiftNet-1.0.0.zip",
"bucket": "ef9f9243-31ae-4bc8-a8bd-8e280f297825",
"type": "zip",
"size": 19197504,
"links": {
"self": "https://rodare.hzdr.de/api/files/ef9f9243-31ae-4bc8-a8bd-8e280f297825/PINN-ShiftNet-1.0.0.zip"
},
"checksum": "md5:fd3ac3aa438bc473c90b9589b636612e"
}
],
"stats": {
"volume": 0.0,
"unique_downloads": 0.0,
"version_unique_downloads": 17.0,
"unique_views": 0.0,
"downloads": 0.0,
"version_unique_views": 314.0,
"version_views": 333.0,
"version_downloads": 17.0,
"version_volume": 197741994.0,
"views": 0.0
},
"conceptdoi": "10.14278/rodare.4119",
"created": "2026-10-14T15:32:54.677527+00:00",
"links": {
"badge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.5093.svg",
"doi": "https://doi.org/10.14278/rodare.5093",
"conceptbadge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.4119.svg",
"conceptdoi": "https://doi.org/10.14278/rodare.4119",
"bucket": "https://rodare.hzdr.de/api/files/ef9f9243-31ae-4bc8-a8bd-8e280f297825",
"html": "https://rodare.hzdr.de/record/5093",
"latest": "https://rodare.hzdr.de/api/records/5093",
"latest_html": "https://rodare.hzdr.de/record/5093"
},
"owners": [
686
],
"revision": 2,
"updated": "2026-10-14T16:20:17.697685+00:00",
"id": 5093
}
| All versions | This version | |
|---|---|---|
| Views | 333 | 0 |
| Downloads | 17 | 0 |
| Data volume | 197.7 MB | 0 Bytes |
| Unique views | 314 | 0 |
| Unique downloads | 17 | 0 |