October 14, 2026 Software Open Access

Sequeira, Miguel; Erb, Denise; Facsko, Stefan

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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Sequeira, Miguel</dc:creator>
  <dc:creator>Erb, Denise</dc:creator>
  <dc:creator>Facsko, Stefan</dc:creator>
  <dc:date>2026-10-14</dc:date>
  <dc:description>This repository contains the experimental AFM datasets and the PINN-ShiftNet code used in the manuscript "Predicting instability-driven dynamics from sparse and imperfect measurements" (2026).

This repository is also in
https://github.com/m-sequeira/PINN-ShiftNet/releases/tag/v1.0.0

 

├─ PINN_ShiftNet/  
│  └─ (code files)  
├─ data/  
│  └─ (raw and png experimental AFM data)  
├─ README.md  </dc:description>
  <dc:identifier>https://rodare.hzdr.de/record/5093</dc:identifier>
  <dc:identifier>10.14278/rodare.5093</dc:identifier>
  <dc:identifier>oai:rodare.hzdr.de:5093</dc:identifier>
  <dc:relation>doi:10.17815/jlsrf-3-159</dc:relation>
  <dc:relation>url:https://www.hzdr.de/publications/Publ-42223</dc:relation>
  <dc:relation>doi:10.14278/rodare.4119</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/fwi</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/ibc</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:title>Predicting instability-driven dynamics from sparse measurements: Code and Data</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>