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Fadwa T. Eljack

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Review Open access Aug 2026

Machine Learning-Driven Advances in Hydrogen Embrittlement of Steels: A Comprehensive Review

This paper systematically reviews and critically evaluates AI/ML applications for HE in steels through a structured analysis of all studies published between 2010 and 2026, and establishes a practical framework for selecting appropriate AI/ML approaches according to dataset characteristics and engineering objectives.

A. G. Talkhan, Fadwa T. Eljack, Seckin Karagoz · 0 citations

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