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X. Chong

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Review Aug 2026

Research Progress on Microstructure Control and Computational Design of Strengthening Phases in High-Speed Steel

High-speed steels (HSS) occupy an important position in industrial cutting and roll applications due to their excellent hardness, red hardness, and comprehensive mechanical properties. Their service behavior is essentially determined by the type, morphology, distribution, and intrinsic properties of the strengthening p...

Zhengyuan An, Ruochen Tang, Zi-Long Zhao et al. · 0 citations
Open access Sep 2026

Physics-informed machine learning framework integrating solid solution strengthening theory for accelerated hardness prediction in high-entropy alloys

High-entropy alloys (HEAs) exhibit exceptional stability in extreme environments, yet their expansive design space presents a “curse of dimensionality” for traditional discovery methods. While machine learning (ML) offers a data-driven paradigm for material screening, the scarcity of experimental data often results in...

Ao-Yuan Gao, Yi-Xiang Yan, Qiu-Ling Tao et al. · 0 citations

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