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
  • [1] Fast Estimation of Slope Stability Based on Gaussian Process Machine Learning
    Su, Guoshao
    Zhang, Yan
    Chen, Guoqing
    Yan, Liubin
    DISASTER ADVANCES, 2013, 6 : 81 - 91
  • [2] Evaluation and prediction of slope stability using machine learning approaches
    Lin, Shan
    Zheng, Hong
    Han, Chao
    Han, Bei
    Li, Wei
    FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING, 2021, 15 (04) : 821 - 833
  • [3] An extreme learning machine approach for slope stability evaluation and prediction
    Zaobao Liu
    Jianfu Shao
    Weiya Xu
    Hongjie Chen
    Yu Zhang
    Natural Hazards, 2014, 73 : 787 - 804
  • [4] Evaluation and prediction of slope stability using machine learning approaches
    Shan Lin
    Hong Zheng
    Chao Han
    Bei Han
    Wei Li
    Frontiers of Structural and Civil Engineering, 2021, 15 : 821 - 833
  • [5] Evaluation and prediction of slope stability using machine learning approaches
    Shan LIN
    Hong ZHENG
    Chao HAN
    Bei HAN
    Wei LI
    Frontiers of Structural and Civil Engineering, 2021, (04) : 821 - 833
  • [6] An extreme learning machine approach for slope stability evaluation and prediction
    Liu, Zaobao
    Shao, Jianfu
    Xu, Weiya
    Chen, Hongjie
    Zhang, Yu
    NATURAL HAZARDS, 2014, 73 (02) : 787 - 804
  • [7] Application of Machine Learning Techniques in Slope Stability Analysis: A Comprehensive Overview
    Sahoo, Arun Kumar
    Tripathy, Debi Prasad
    Jayanthu, Singam
    JOURNAL OF MINING AND ENVIRONMENT, 2024, 15 (03): : 907 - 921
  • [8] Slope safety, stability evaluation, and protective measures based on machine learning
    Wu M.-T.
    Chen Q.-S.
    Qi C.-C.
    Gongcheng Kexue Xuebao/Chinese Journal of Engineering, 2022, 44 (02): : 180 - 188
  • [9] Analysis of Slope Stability Based on Gaussian Process Regression
    Zhang, Yan
    Su, Guoshao
    Yan, Liubin
    PROGRESS IN CIVIL ENGINEERING, PTS 1-4, 2012, 170-173 : 1330 - 1333
  • [10] Application of Machine Learning Techniques for the Estimation of the Safety Factor in Slope Stability Analysis
    Nanehkaran, Yaser Ahangari
    Pusatli, Tolga
    Jin Chengyong
    Chen, Junde
    Cemiloglu, Ahmed
    Azarafza, Mohammad
    Derakhshani, Reza
    WATER, 2022, 14 (22)
12345