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Author

Fawad Iqbal

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Open access Aug 2026

Explainable ensemble learning framework for bond strength prediction in 3D printed concrete structures

A comprehensive data-driven framework integrating ensemble machine learning models with systematic hyperparameter sensitivity analysis and explainable artificial intelligence techniques is proposed, demonstrating that the XGB model significantly outperforms the other approaches, achieving superior accuracy and robust g...

Qaim Shah, Waheed Ali Khoso, Fawad Iqbal et al. · 0 citations

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