October 14, 2026 Software Open Access

Sequeira, Miguel; Erb, Denise; Facsko, Stefan

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{
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "datePublished": "2026-10-14", 
  "@id": "https://doi.org/10.14278/rodare.5093", 
  "sameAs": [
    "https://www.hzdr.de/publications/Publ-42223"
  ], 
  "@type": "SoftwareSourceCode", 
  "citation": [
    {
      "@type": "CreativeWork", 
      "@id": "https://doi.org/10.17815/jlsrf-3-159"
    }
  ], 
  "version": "1.0.0", 
  "name": "Predicting instability-driven dynamics from sparse measurements: Code and Data", 
  "identifier": "https://doi.org/10.14278/rodare.5093", 
  "@context": "https://schema.org/", 
  "url": "https://rodare.hzdr.de/record/5093", 
  "description": "<p>This repository contains the experimental AFM datasets and the PINN-ShiftNet code used in the manuscript &quot;Predicting instability-driven dynamics from sparse and imperfect measurements&quot;&nbsp;(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>&nbsp;</p>\n\n<p>\u251c\u2500 PINN_ShiftNet/&nbsp;&nbsp;<br>\n\u2502&nbsp; \u2514\u2500 (code files)&nbsp;&nbsp;<br>\n\u251c\u2500 data/&nbsp;&nbsp;<br>\n\u2502&nbsp; \u2514\u2500 (raw and png experimental AFM data)&nbsp;&nbsp;<br>\n\u251c\u2500 README.md&nbsp;&nbsp;</p>", 
  "creator": [
    {
      "@id": "https://orcid.org/0000-0002-0389-6143", 
      "name": "Sequeira, Miguel", 
      "@type": "Person", 
      "affiliation": "Ion Beam Center, Institute of Ion Beam Physics and Materials Research"
    }, 
    {
      "@id": "https://orcid.org/0000-0002-5831-7284", 
      "name": "Erb, Denise", 
      "@type": "Person", 
      "affiliation": "Ion Beam Center, Institute of Ion Beam Physics and Materials Research"
    }, 
    {
      "@id": "https://orcid.org/0000-0003-3698-3793", 
      "name": "Facsko, Stefan", 
      "@type": "Person", 
      "affiliation": "Ion Beam Center, Institute of Ion Beam Physics and Materials Research"
    }
  ]
}