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Journal of Zhejiang University SCIENCE A
ISSN 1673-565X(Print), 1862-1775(Online), Monthly
2020 Vol.21 No.6 P.407-508
Special Issue on Practice of Artificial Intelligence in Geotechnical Engineering
Guest Editor-in-Chief: Zhen-yu YIN
Guest Editors: Yin-fu JIN, Zhong-qiang LIU
Editorial
Editorial: Practice of artificial intelligence in geotechnical engineering
Zhen-yu Yin, Yin-fu Jin, Zhong-qiang Liu
DOI: 10.1631/jzus.A20AIGE1 Downloaded: 2996 Clicked: 3825 Cited: 0 Commented: 0(p.407-411) <Full Text>
关键词组:人工智能; 岩土工程; 大数据
Articles
Algorithms for intelligent prediction of landslide displacements
Zhong-qiang Liu, Dong Guo, Suzanne Lacasse, Jin-hui Li, Bei-bei Yang, Jung-chan Choi
DOI: 10.1631/jzus.A2000005 Downloaded: 2393 Clicked: 2901 Cited: 0 Commented: 0(p.412-429) <Full Text><PPT> 1621
关键词组:滑坡; 位移; 机器学习; 三峡库区
Machine learning-based prediction of soil compression modulus with application of 1D settlement
Dong-ming Zhang, Jin-zhang Zhang, Hong-wei Huang, Chong-chong Qi, Chen-yu Chang
DOI: 10.1631/jzus.A1900515 Downloaded: 2339 Clicked: 3875 Cited: 0 Commented: 0(p.430-444) <Full Text><PPT> 1775
关键词组:压缩模量预测; 机器学习; 梯度提升回归算法; 遗传算法(GA); 基础沉降
Cristian Godoy, Ivan Depina, Vikas Thakur
DOI: 10.1631/jzus.A1900556 Downloaded: 2147 Clicked: 2781 Cited: 0 Commented: 0(p.445-461) <Full Text><PPT> 1489
关键词组:机器学习; 分类; 快黏土; 高灵敏度黏土
Estimation of spatiotemporal response of rooted soil using a machine learning approach
Zhi-liang Cheng, Wan-huan Zhou, Zhi Ding, Yong-xing Guo
DOI: 10.1631/jzus.A1900555 Downloaded: 2128 Clicked: 3106 Cited: 0 Commented: 0(p.462-477) <Full Text><PPT> 1535
关键词组:遗传编程; 简化的统计模型; 时空变化; 土体基质吸力
Yi-xuan Sun, Lu-lu Zhang, Hao-qing Yang, Jie Zhang, Zi-jun Cao, Qi Cui, Jun-yi Yan
DOI: 10.1631/jzus.A1900558 Downloaded: 2089 Clicked: 2942 Cited: 0 Commented: 0(p.478-495) <Full Text><PPT> 1570
关键词组:土体空间变异性; 概率估计; 位移; 相关长度; 模型试验
Sheng-liang Lu, Ning Zhang, Shui-long Shen, Annan Zhou, Hu-zhong Li
DOI: 10.1631/jzus.A1900544 Downloaded: 2032 Clicked: 2874 Cited: 0 Commented: 0(p.496-508) <Full Text><PPT> 1478
关键词组:深度学习方法; 灌注桩; 侧摩阻力; 现场试验; 复垦地层