Software Open Access

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

Sequeira, Miguel; Erb, Denise; Facsko, Stefan

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  

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Publication date:
October 14, 2026
DOI:
10.14278/rodare.5093

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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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License (for files):
Creative Commons Attribution 4.0 International

Versions

Version 1.0.0 10.14278/rodare.5093 Oct 14, 2026
Version 1 10.14278/rodare.4120 Nov 13, 2025
Cite all versions? You can cite all versions by using the DOI 10.14278/rodare.4119. This DOI represents all versions, and will always resolve to the latest one. Read more.

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