Patch-MLP and simulation

DOI

There are four files in total:

one for reading the previously uploaded PHELIX data (read.ipynb),

one for the saved model (best_val_model_patchmlp_20250704_113816.pt),

one for the code to train the model (MLP+patch.ipynb),

and the last one for the code to apply the model prediction (MLP prediction and simulation.ipynb).

Identifier
DOI https://doi.org/10.14278/rodare.4036
Related Identifier IsIdenticalTo https://www.hzdr.de/publications/Publ-41977
Related Identifier IsPartOf https://doi.org/10.14278/rodare.4035
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:4036
Provenance
Creator Wang, Jiaying ORCID logo
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
Language English
Resource Type Software
Discipline Life Sciences; Natural Sciences; Engineering Sciences