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

DOI

This repository contains the experimental AFM datasets and the PINN-ShiftNet code used in the manuscript Predicting Instability-Driven Dynamics from Sparse Measurements.

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

├─ PINN_ShiftNet/   │  └─ (code files)   ├─ data/   │  └─ (raw and png experimental AFM data)   ├─ README.md  

 

Identifier
DOI https://doi.org/10.14278/rodare.4120
Related Identifier IsIdenticalTo https://www.hzdr.de/publications/Publ-42223
Related Identifier IsPartOf https://doi.org/10.14278/rodare.4119
Related Identifier IsPartOf https://rodare.hzdr.de/communities/fwi
Related Identifier IsPartOf https://rodare.hzdr.de/communities/hzdr
Related Identifier IsPartOf https://rodare.hzdr.de/communities/ibc
Related Identifier IsPartOf https://rodare.hzdr.de/communities/rodare
Metadata Access https://rodare.hzdr.de/oai2d?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:rodare.hzdr.de:4120
Provenance
Creator Sequeira, Miguel C.; Erb, Denise J.; Facsko, Stefan
Publisher Rodare
Publication Year 2025
Rights Creative Commons Attribution 4.0 International; Open Access; https://creativecommons.org/licenses/by/4.0/legalcode; info:eu-repo/semantics/openAccess
OpenAccess true
Contact https://rodare.hzdr.de/support
Representation
Resource Type Software
Discipline Life Sciences; Natural Sciences; Engineering Sciences