Application of Gaussian process machine learning to slope stability evaluation

被引:0
|
作者
Su, Guo-Shao [1 ,2 ]
Song, Yong-Chun [3 ]
Yan, Liu-Bin [2 ]
机构
[1] State Key Laboratory of Geomechanics and Geotechnical Engineering, Institute of Rock and Soil Mechanics, Chinese Acad. of Sci., Wuhan 430071, China
[2] College of Architecture and Civil Engineering, Guangxi University, Nanning 530004, China
[3] College of Mechanical Engineering, Guangxi University, Nanning 530004, China
来源
Yantu Lixue/Rock and Soil Mechanics | 2009年 / 30卷 / 03期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:675 / 679
相关论文
共 50 条
  • [41] Enhanced slope stability prediction using ensemble machine learning techniques
    Yadav, Devendra Kumar
    Chattopadhyay, Swarup
    Tripathy, Debi Prasad
    Mishra, Pragyan
    Singh, Pritiranjan
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [42] Surrogate Model Development for Slope Stability Analysis Using Machine Learning
    Li, Xianfeng
    Nishio, Mayuko
    Sugawara, Kentaro
    Iwanaga, Shoji
    Chun, Pang-jo
    SUSTAINABILITY, 2023, 15 (14)
  • [43] Applying Knowledge-Guided Machine Learning to Slope Stability Prediction
    Pei, Te
    Qiu, Tong
    Shen, Chaopeng
    JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING, 2023, 149 (10)
  • [44] Development of a framework for the prediction of slope stability using machine learning paradigms
    Rajan, K. C.
    Aryal, Milan
    Sharma, Keshab
    Bhandary, Netra Prakash
    Pokhrel, Richa
    Acharya, Indra Prasad
    NATURAL HAZARDS, 2025, 121 (01) : 83 - 107
  • [45] Application of the Newmark Analysis Method in Stability Evaluation of Submarine Slope
    Chu, Hongxian
    Feng, Yongcai
    Shi, Huijie
    Hao, Liancheng
    Gao, Yiqi
    Chen, Yuhai
    SHOCK AND VIBRATION, 2021, 2021
  • [46] Application of fuzzy analysis based on AHP to slope stability evaluation
    State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China
    不详
    Yanshilixue Yu Gongcheng Xuebao/Chinese Journal of Rock Mechanics and Engineering, 2007, 26 (SUPPL. 1): : 2627 - 2632
  • [47] Application of Extension Classification Method in Stability Evaluation of Rock Slope
    Li Kegang
    Hou Kepeng
    PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL VII, PTS A AND B, 2008, 7 : 2168 - 2172
  • [48] Application of catastrophe progression method to comprehensive evaluation of slope stability
    Liang Gui-lan
    Xu Wei-ya
    He Yu-zhi
    Zhao Yan-xi
    ROCK AND SOIL MECHANICS, 2008, 29 (07) : 1895 - 1899
  • [49] The application of machine learning algorithm in underwriting process
    Tan, Y
    Zhang, GJ
    PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 3523 - 3527
  • [50] Application and discussion on comprehensive analysis method in evaluation of slope stability
    Liu, Z.-T., 1600, Editorial Department of Journal of Railway Engineering Society, China (30):