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| Format: | Recurso digital |
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Zenodo
2025
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| Online Access: | https://doi.org/10.5281/zenodo.16421798 |
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Table of Contents:
- <p>This record contains the dataset and Python scripts developed to support the study entitled:</p> <p>"Machine Learning-Driven Insights for the Design of ABO₃ Perovskite Catalysts in Dry Methane Reforming" <br>(Santos, L. et al., 2025 – manuscript in preparation)</p> <p>The repository includes:<br>- A machine learning model training pipeline (multiple algorithms)<br>- SHAP and PDP-based interpretability analysis<br>- A curated dataset (2015–2025) extracted from peer-reviewed literature</p> <p>The full content is restricted during peer review and will be publicly available upon publication of the manuscript.</p>