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    Article

    The effect of element characteristics on bainite transformation start temperature using a machine learning approach

    Bainite transformation start temperature (Bs) is an important index to measure the properties of bainitic steel. Based on the experimental results of bainite transformation behavior, the atomic scale character...

    Yangni Liu, Ting** Hou, Zhuang Yan, Tao Yu, Junwen Duan in Journal of Materials Science (2023)

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    New insight in predicting martensite start temperature in steels

    Martensite start temperature (MS) plays an important role in the chemical composition and heat treatment designs of advanced high-strength steels. To improve the performance of MS prediction model trained usin...

    Zhuang Yan, Li Li, Lin Cheng, **ngyu Chen, Kaiming Wu in Journal of Materials Science (2022)

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    Article

    Effects of pearlite on corrosion initiation and propagation in weathering steels in marine environments

    The effects of pearlite on the initiation and propagation of localized corrosion in Q370qD and Q370qE weathering steels under a simulated marine environment were examined by scanning Kelvin probe force microsc...

    Zhihui Wang, **an Zhang, Hongwei Yu, **g Liu, Lin Cheng in Journal of Materials Science (2022)