November 13, 2025 Software Open Access

Sequeira, Miguel; Erb, Denise; Facsko, Stefan

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      "@id": "https://doi.org/10.17815/jlsrf-3-159"
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  "creator": [
    {
      "name": "Sequeira, Miguel", 
      "@type": "Person", 
      "@id": "https://orcid.org/0000-0002-0389-6143"
    }, 
    {
      "name": "Erb, Denise", 
      "@type": "Person", 
      "@id": "https://orcid.org/0000-0002-5831-7284"
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    {
      "affiliation": "Ion Beam Center, Institute of Ion Beam Physics and Materials Research", 
      "name": "Facsko, Stefan", 
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  "identifier": "https://doi.org/10.14278/rodare.4120", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "description": "<p>This repository contains the experimental AFM datasets and the PINN-ShiftNet code used in the manuscript <em>Predicting Instability-Driven Dynamics from Sparse Measurements</em>.</p>\n\n<p>This repository is also in https://github.com/m-sequeira/PINN-ShiftNet</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>", 
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  "@type": "SoftwareSourceCode", 
  "name": "Predicting instability-driven dynamics from sparse measurements: Code and Data", 
  "datePublished": "2025-11-13", 
  "@id": "https://doi.org/10.14278/rodare.4120"
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