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Extraction of important variables and mining of dependencies of atmospheric corrosion of carbon steel based on a comprehensive intelligent model

Machine learning algorithms are widely used to predict the corrosion rate of materials in a specific environment. However, the interpretability of such black-box models is poor, which hinders their application in the field of material corrosion. Therefore, to increase algorithm transparency in pract...

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Hauptverfasser: Ming ZHANG, Dong-mei FU, Da-wei ZHANG, Ling-wei MA, Li-zhen SHAO
Format: Artigo
Sprache:Chinês
Veröffentlicht: Science Press 2023-03-01
Schriftenreihe:工程科学学报
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Online-Zugang:http://cje.ustb.edu.cn/article/doi/10.13374/j.issn2095-9389.2022.01.10.007
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