Published August 5, 2026 | Version v1.0.0
Software Open

Supplementary Code for Defect Detection in Magnetic Systems Using U-Net and Statistical Measures

Authors/Creators

  • 1. ROR icon University of Duisburg-Essen
  • 2. ROR icon Massachusetts General Hospital
  • 3. EDMO icon University of Heidelberg
  • 4. ROR icon Technische Universität Darmstadt

Description

This is a supplement to the publication https://doi.org/10.1103/czsp-gnmy.

This software archive contains the supplementary code for the manuscript "Defect detection in magnetic systems using U-Net and statistical measures" published in APS Open Science. The code generates synthetic finite-temperature micromagnetic data with randomly placed material inhomogeneities, computes temporal statistical measures, trains U-Net segmentation models, and produces the manuscript and supporting figures.

Files

supplementary-code-for-defect-detection-in-magnetic-systems-using-u-net-and-statistical-measures-v1.0.0.zip

Files (57.8 kB)

Additional details

Related works

Is supplement to
Journal article: 10.1103/czsp-gnmy (DOI)

Funding

Deutsche Forschungsgemeinschaft (DFG)
CRC/TRR 270 405553726
Deutsche Forschungsgemeinschaft (DFG)
TOROID 505561633
Agence nationale de la recherche (ANR)
TOROID ANR-22-CE92-0032
Joachim Herz Stiftung
Add-on Fellowship for Interdisciplinary Science and Transfer

Software

Repository URL
https://git.uni-due.de/twist-external/supplementary-code-for-defect-detection-in-magnetic-systems-using-u-net-and-statistical-measures
Programming language
Python