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StahlDigital: Ontology-Based Workflows for the Steel Industry

Franz Roters, Ahmed Aslam, Yang Bai, Matthias Büschelberger, Kirill Bulert, Alexander Butz, Tilmann Hickel, Tushar Jogi, Silke Klitschke, Michael Martin, Lars-Peter Meyer, Lukas Morand, Yoav Nahshon, Norman Radtke, Ujjal Saikia, Andreas Trondl, Alexander Wessel, Paul Zierep, Dirk Helm

Advanced Engineering Materials, 2025

doi: 10.1002/adem.202402148

discovery-gemini-llm-reviewed-20260524

The paper presents tools and workflows developed within the StahlDigital project (part of the German MaterialDigital initiative). It focuses on using a steel ontology to create a foundation for data collection, storage, and the semantic description of

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experimental and simulation workflows. The goal is to make complex microstructure-property relationships reproducible and user-independent through a Dataspace Management System (DSMS) and the workflow system pyiron.

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Citation

Roters, F., Aslam, A., Bai, Y., Büschelberger, M., Bulert, K., Butz, A., Hickel, T., et al. (2025). StahlDigital: Ontology-Based Workflows for the Steel Industry. Advanced Engineering Materials, 27(8).

BibTeX

@article{roters2025stahldigital, title={StahlDigital: Ontology-Based Workflows for the Steel Industry}, author={Roters, Franz and Aslam, Ahmed and Bai, Yang and B{\"u}schelberger, Matthias and Bulert, Kirill and Butz, Alexander and Hickel, Tilmann and others}, journal={Advanced Engineering Materials}, volume={27}, number={8}, year={2025}, publisher={Wiley} }