November 13, 2025 Software Open Access

Sequeira, Miguel; Erb, Denise; Facsko, Stefan

MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nmm##2200000uu#4500</leader>
  <controlfield tag="001">4120</controlfield>
  <controlfield tag="005">20251114085648.0</controlfield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">software</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Erb, Denise</subfield>
    <subfield code="0">(orcid)0000-0002-5831-7284</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Facsko, Stefan</subfield>
    <subfield code="u">Ion Beam Center, Institute of Ion Beam Physics and Materials Research</subfield>
    <subfield code="0">(orcid)0000-0003-3698-3793</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.14278/rodare.4120</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Predicting instability-driven dynamics from sparse measurements: Code and Data</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2025-11-13</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="a">10.17815/jlsrf-3-159</subfield>
    <subfield code="i">cites</subfield>
    <subfield code="n">doi</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="a">https://www.hzdr.de/publications/Publ-42223</subfield>
    <subfield code="i">isIdenticalTo</subfield>
    <subfield code="n">url</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="a">10.14278/rodare.4119</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="n">doi</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&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;</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">11631882</subfield>
    <subfield code="u">https://rodare.hzdr.de/record/4120/files/PINN_ShiftNet.zip</subfield>
    <subfield code="z">md5:4961247c147f205e57f77e3733611657</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="o">oai:rodare.hzdr.de:4120</subfield>
    <subfield code="p">software</subfield>
    <subfield code="p">software</subfield>
    <subfield code="p">user-hzdr</subfield>
    <subfield code="p">user-rodare</subfield>
    <subfield code="p">user-fwi</subfield>
    <subfield code="p">user-ibc</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="a">Sequeira, Miguel</subfield>
    <subfield code="0">(orcid)0000-0002-0389-6143</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-fwi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-hzdr</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-ibc</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-rodare</subfield>
  </datafield>
</record>