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Predicting instability-driven dynamics from sparse measurements: Code and Data

Sequeira, Miguel; Erb, Denise; Facsko, Stefan

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{
  "id": "4120", 
  "issued": {
    "date-parts": [
      [
        2025, 
        11, 
        13
      ]
    ]
  }, 
  "abstract": "<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>", 
  "title": "Predicting instability-driven dynamics from sparse measurements: Code and Data", 
  "author": [
    {
      "family": "Sequeira, Miguel"
    }, 
    {
      "family": "Erb, Denise"
    }, 
    {
      "family": "Facsko, Stefan"
    }
  ], 
  "type": "article", 
  "publisher": "Rodare", 
  "DOI": "10.14278/rodare.4120"
}
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Publication date:
November 13, 2025
DOI:
10.14278/rodare.4120

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Related identifiers:
Cites:
10.17815/jlsrf-3-159
Identical to:
https://www.hzdr.de/publications/Publ-42223
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Creative Commons Attribution 4.0 International

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