Author

H. Abuel-Naga

2 papers indexed here

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Open access Sep 2026

Domain-Informed Explainable AI for Suction Prediction in Xanthan Gum-Treated Clays

Explainable artificial intelligence (XAI) is increasingly important in scientific and engineering applications where predictive performance alone is insufficient and model outputs must also be physically credible, transparent, and reliable under unseen conditions. This study proposes a domain-informed XAI framework for...

A. Baghbani, A. Shah, H. Abuel-Naga · Algorithms · 0 citations

Open access Jul 2026

Physically Constrained and Location-Aware Machine Learning for Joint Prediction of Clay Compression and Recompression Indices

Compression index (Cc) and recompression index (Cur) are essential parameters in one-dimensional consolidation and settlement analysis, yet their direct determination from oedometer testing is time-consuming, costly, and often limited by sparse recompression data. This study develops an interpretable and physically con...

Zeroual Abdelatif, A. Baghbani, Aissa Lahlouhi et al. · Applied Sciences · 0 citations