Predicting shear strength of corroded RC columns: A probabilistic model with enhanced Gaussian Process Regression

被引:0
|
作者
Yu, Bo [1 ,2 ]
Zhang, Pengfei [1 ]
Li, Bing [3 ]
机构
[1] School of Civil Engineering and Architecture, Guangxi University, Nanning,530004, China
[2] State Key Laboratory of Featured Metal Materials and Life-cycle Safety for Composite Structures, Key Laboratory of Engineering Disaster Prevention and Structural Safety of China Ministry of Education, Guangxi Key Laboratory of Disaster Prevention and Engin
[3] School of Civil and Environmental Engineering, Nanyang Technological University, 639798, Singapore
来源
Structures | 2024年 / 70卷
关键词
49;
D O I
10.1016/j.istruc.2024.107551
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Construction and testing of a model for predicting droplet deposition based on Gaussian process regression
    Liu, Weikang
    Luo, Runmei
    Hu, Junyutai
    Chen, Juncong
    Luo, Wenhao
    Xue, Xiuyun
    Song, Shuran
    Sun, Daozong
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2023, 212
  • [42] Concrete contribution to initial shear strength of RC hollow bridge columns
    Kim, Ick-Hyun
    Sun, Chang-Ho
    Shin, Myoungsu
    STRUCTURAL ENGINEERING AND MECHANICS, 2012, 41 (01) : 43 - 65
  • [43] An Investigation of the Concrete Contribution to Shear Strength of RC Columns Failing in Flexure
    Guray Arslan
    Muzaffer Borekci
    Muzaffer Balci
    Melih Hacisalihoglu
    International Journal of Civil Engineering, 2016, 14 : 151 - 160
  • [44] Punching shear strength of RC flat slabs at interior connections to columns
    Bompa, Dan V.
    Onet, Traian
    MAGAZINE OF CONCRETE RESEARCH, 2016, 68 (01) : 24 - 42
  • [45] Application of Neural Networks for the Estimation of the Shear Strength of Circular RC Columns
    Viet-Chuong Ho
    Tien-Hong Nguyen
    Thi-Quynh Nguyen
    Duy-Duan Nguyen
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2022, 12 (06) : 9409 - 9413
  • [46] Experimental and numerical investigation on seismic performance of corroded RC columns of low-strength concrete
    Zhang, Weiping
    Liu, Yang
    Hu, Feng
    Gu, Xianglin
    BULLETIN OF EARTHQUAKE ENGINEERING, 2023, 21 (04) : 2103 - 2140
  • [47] An Investigation of the Concrete Contribution to Shear Strength of RC Columns Failing in Flexure
    Arslan, Guray
    Borekci, Muzaffer
    Balci, Muzaffer
    Hacisalihoglu, Melih
    INTERNATIONAL JOURNAL OF CIVIL ENGINEERING, 2016, 14 (3A) : 151 - 160
  • [48] Experimental and numerical investigation on seismic performance of corroded RC columns of low-strength concrete
    Weiping Zhang
    Yang Liu
    Feng Hu
    Xianglin Gu
    Bulletin of Earthquake Engineering, 2023, 21 : 2103 - 2140
  • [49] Probabilistic deformation capacity model for rectangular RC bridge columns
    Zhuo, Wei-Dong
    Zeng, Wu-Hua
    Gongcheng Lixue/Engineering Mechanics, 2015, 32 (01): : 57 - 63
  • [50] Estimating Compressive Strength of High Performance Concrete with Gaussian Process Regression Model
    Nhat-Duc Hoang
    Anh-Duc Pham
    Quoc-Lam Nguyen
    Quang-Nhat Pham
    ADVANCES IN CIVIL ENGINEERING, 2016, 2016