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Liu, Tong (author), Chen, Zhuoyao (author), Yang, Jingzhi (author), Ma, Lingwei (author), Mol, J.M.C. (author), Zhang, Dawei (author)Machine learning is a powerful means for the rapid development of high-performance functional materials. In this study, we presented a machine learning workflow for predicting the corrosion resistance of a self-healing epoxy coating containing ZIF-8@Ca microfillers. The orthogonal Latin square method was used to investigate the effects of the...journal article 2024
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Li, Xinhong (author), Ma, Jie (author), Han, Ziyue (author), Zhang, Y. (author), Yang, M. (author)This paper presents a game theory methodology for risk management of urban natural gas pipelines, which is a collaborative participation mechanism of the stakeholders, including government, pipeline companies, and the public. Firstly, the involvement proportion of stakeholders in risk management under rational conditions is estimated by the...journal article 2023
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Wang, Jinke (author), Tan, Weimin (author), Yang, Hao (author), Rao, Xingxing (author), Luo, Xinliang (author), Ma, Lingwei (author), Ren, Chenhao (author), Mol, J.M.C. (author), Zhang, Dawei (author)In this work, an active protective epoxy coating with weathering resistant, corrosion-warning, and self-healing properties was developed by incorporating tannic acid (TA) loaded mesoporous silica (MSN-TA) nanocontainers. The introduction of MSN-TA nanocontainers could alleviate the coating degradation via scavenging the radicals generated...journal article 2023
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Wang, Ye (author), Ren, Genkuan (author), Jiang, Bing (author), Yang, Lin (author), Zhang, Zhiye (author), Wang, Xinlong (author), Zhong, Yanjun (author), Chen, Z. (author), Yang, Xiushan (author), Morita, Kazuki (author), Ma, Wenhui (author)Nanometer-sized hematite was prepared via a two-step process. In the first step, FeSO<sub>4</sub>·7H<sub>2</sub>O was oxidized to Fe<sub>2</sub>(SO<sub>4</sub>)<sub>3</sub> by oxygen in an acidic solution. In the second step, the Fe<sub>2</sub>(SO<sub>4</sub>)<sub>3</sub> was reduced to nanosize hematite with sulfur vapor at 550 °C. The...journal article 2022
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Zhang, Tianyu (author), Ma, Yunjian (author), Tan, Chin Ping (author), Hollmann, F. (author), Wang, Jianrong (author), Yang, Bo (author), Wang, Yonghua (author)Poor H <sub>2</sub> O <sub>2</sub> -resistance by enzymes is a key bottleneck in the epoxidation process of oil by enzymatic methods. In this study, the stability of three lipases, from Aspergillus oryzae lipase (AOL), Aspergillus fumigatus lipase B (AflB), and marine Janibacter (MAJ1), in the presence of H <sub>2</sub> O <sub>2</sub> was...journal article 2019