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Dataset Catalog for Carbide-Free Bainitic Steel Research

This repository serves as a central catalog of all datasets generated in the context of our research on Baysian Optimization of carbide-free bainitic (CFB) steels. Each dataset is linked to a specific publication and is archived with Zenodo for long-term accessibility, reproducibility, and citation.


🔗 Meta DOI (for this catalog)

A DOI will be provided after the main puplication


📄 Overview of Available Datasets

Dataset Description Related Publication Zenodo DOI
Bainite start temperatures "Predictive Modeling of the Bainite Start Temperature using Bayesian Inference", Acta Materilia, 2025 10.1016/j.actamat.2025.121131 10.5281/zenodo.1234567
Phase fraction data and start temperatures "Uncertainty aware design space modeling for sample efficiency in material design of bainitic steels", J. Mater. Inf., 2025 10.20517/jmi.2024.90 BerndSchuscha/bainite_boundaries
Dilatometry and phase fraction data for bainitic transformation kinetics "Modeling the bainite transformation kinetics for different cooling conditions and carbon concentrations", tba 10.5281/zenodo.1234567
Mechanical Porperties from our own and literature data
Hardness data

If you need more information about a dataset, feel free to contact us via email or raise an issue in this repository.


📝 Citation

TBA