TabNet-driven interpretable prediction of multi-oxide composition in cement using NIR spectroscopy
This framework provides a scalable and insightful solution for spectral-based analysis, not only for cement quality monitoring but also for other materials science applications. The code is available at https:// github.com/Andrew-Leopard/CementOxidePredictor.
Authors
- Gang Li (ORCID: https://orcid.org/0000-0002-1137-7642)
Institutions
- Shandong Normal University (CN)
Publication Details
- Journal
- Frontiers in Chemistry
- Published
- 2025-10-30
- DOI
- https://doi.org/10.3389/fchem.2025.1691413
- Primary Topic
- Spectroscopy and Chemometric Analyses
- Type
- article
- Field-Weighted Citation Impact
- 0.00