The results demonstrate that high apparent predictive accuracy is insufficient for responsible data-driven geopolymer mixture design; optimization outputs should be filtered through leakage-aware validation, regional reliability diagnosis, explainable feature attribution, and applicability-domain screening before being...
Muhammad Saeed, Marie Abak, M. N. Mahmud et al.· Scientia. Technology, Scienc...· 0 citations
This review has organized improvements in SHM along the lines of vibration-based anomaly detection, vision-based defect recognition, and multi-modal data fusion along the lines of vibration-based anomaly detection, vision-based defect recognition, and multi-modal data fusion.
Bellal Mia, Md Umar Faruk, M. Hasan et al.· Scientia. Technology, Scienc...· 0 citations
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