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
  • [21] Gaussian process regression model to predict factor of safety of slope stability
    Mahmoodzadeh, Arsalan
    Nejati, Hamid Reza
    Rezaie, Nafiseh
    Mohammed, Adil Hussein
    Ibrahim, Hawkar Hashim
    Mohammadi, Mokhtar
    Rashidi, Shima
    GEOMECHANICS AND ENGINEERING, 2022, 31 (05) : 453 - 460
  • [22] An application of extension theory to the evaluation of slope stability
    Liu, MY
    JOURNAL OF WUHAN UNIVERSITY OF TECHNOLOGY-MATERIALS SCIENCE EDITION, 1999, 14 (04): : 57 - 62
  • [23] AN APPLICATION OF EXTENSION THEORY TO THE EVALUATION OF SLOPE STABILITY
    LIU Muyu Wuhan University of Technology
    Journal of Wuhan University of Technology(Materials Science), 1999, (04) : 57 - 62
  • [24] Gaussian process Machine Learning based ITO algorithm
    Ma, Chuang
    Yang, Yongjian
    Du, Zhanwei
    Zhang, Chijun
    2014 NINTH INTERNATIONAL CONFERENCE ON BROADBAND AND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS (BWCCA), 2014, : 38 - 41
  • [25] Distributed Kalman Filter with a Gaussian Process for Machine Learning
    Jacobs, Michael Adam
    DeLaurentis, Daniel
    2018 IEEE AEROSPACE CONFERENCE, 2018,
  • [26] Comparison of machine learning algorithms for slope stability prediction using an automated machine learning approach
    Kurnaz, Talas Fikret
    Erden, Caner
    Dagdeviren, Ugur
    Demir, Alparslan Serhat
    Kokcam, Abdullah Hulusi
    NATURAL HAZARDS, 2024, 120 (08) : 6991 - 7014
  • [27] Slope stability evaluation using Gaussian processes with various covariance functions
    Kang, Fei
    Xu, Bin
    Li, Junjie
    Zhao, Sizeng
    APPLIED SOFT COMPUTING, 2017, 60 : 387 - 396
  • [28] Rock Slope Stability Prediction: A Review of Machine Learning Techniques
    Arifuggaman Arif
    Chunlei Zhang
    Mahabub Hasan Sajib
    Md Nasir Uddin
    Md Habibullah
    Ruimin Feng
    Mingjie Feng
    Md Saifur Rahman
    Ye Zhang
    Geotechnical and Geological Engineering, 2025, 43 (3)
  • [29] Predicting Slope Stability Failure through Machine Learning Paradigms
    Dieu Tien Bui
    Moayedi, Hossein
    Gor, Mesut
    Jaafari, Abolfazl
    Foong, Loke Kok
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 8 (09)
  • [30] Comparative Analysis for Slope Stability by Using Machine Learning Methods
    Nanehkaran, Yaser A.
    Licai, Zhu
    Chengyong, Jin
    Chen, Junde
    Anwar, Sheraz
    Azarafza, Mohammad
    Derakhshani, Reza
    APPLIED SCIENCES-BASEL, 2023, 13 (03):
12345