November 13, 2025 Software Open Access

Sequeira, Miguel; Erb, Denise; Facsko, Stefan

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  <identifier identifierType="DOI">10.14278/rodare.4120</identifier>
  <creators>
    <creator>
      <creatorName>Sequeira, Miguel</creatorName>
      <givenName>Miguel</givenName>
      <familyName>Sequeira</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-0389-6143</nameIdentifier>
    </creator>
    <creator>
      <creatorName>Erb, Denise</creatorName>
      <givenName>Denise</givenName>
      <familyName>Erb</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-5831-7284</nameIdentifier>
    </creator>
    <creator>
      <creatorName>Facsko, Stefan</creatorName>
      <givenName>Stefan</givenName>
      <familyName>Facsko</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-3698-3793</nameIdentifier>
      <affiliation>Ion Beam Center, Institute of Ion Beam Physics and Materials Research</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Predicting instability-driven dynamics from sparse measurements: Code and Data</title>
  </titles>
  <publisher>Rodare</publisher>
  <publicationYear>2025</publicationYear>
  <dates>
    <date dateType="Issued">2025-11-13</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://rodare.hzdr.de/record/4120</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">10.17815/jlsrf-3-159</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsIdenticalTo">https://www.hzdr.de/publications/Publ-42223</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.14278/rodare.4119</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/fwi</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/hzdr</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/ibc</relatedIdentifier>
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  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This repository contains the experimental AFM datasets and the PINN-ShiftNet code used in the manuscript &lt;em&gt;Predicting Instability-Driven Dynamics from Sparse Measurements&lt;/em&gt;.&lt;/p&gt;

&lt;p&gt;This repository is also in https://github.com/m-sequeira/PINN-ShiftNet&lt;/p&gt;

&lt;p&gt;├─ PINN_ShiftNet/&amp;nbsp;&amp;nbsp;&lt;br&gt;
│&amp;nbsp; └─ (code files)&amp;nbsp;&amp;nbsp;&lt;br&gt;
├─ data/&amp;nbsp;&amp;nbsp;&lt;br&gt;
│&amp;nbsp; └─ (raw and png experimental AFM data)&amp;nbsp;&amp;nbsp;&lt;br&gt;
├─ README.md&amp;nbsp;&amp;nbsp;&lt;/p&gt;</description>
  </descriptions>
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