Joint shear strength prediction of beam-column connections using machine learning via experimental results

被引:0
|
作者
Marie, Hanaa Salem [1 ]
Abu el-hassan, Khaled [2 ]
Almetwally, Ehab M. [3 ]
A. El-Mandouh, Mahmoud [4 ]
机构
[1] Faculty of Engineering, Delta University for Science and Technology, Gamasa, Egypt
[2] Civil Engineering Department, Delta University for Science and Technology, Gamasa, Egypt
[3] Faculty of Business Administration, Delta University of Science and Technology, Gamasa, Egypt
[4] Civil Construction Technology Department, Faculty of Technology and Education, Beni-Suef University, Egypt
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Support vector machines
引用
收藏
相关论文
共 50 条
  • [1] Joint shear strength prediction of beam-column connections using machine learning via experimental results
    Marie, Hanaa Salem
    Abu El-hassan, Khaled
    Almetwally, Ehab M.
    El-Mandouh, Mahmoud A.
    CASE STUDIES IN CONSTRUCTION MATERIALS, 2022, 17
  • [2] Estimating the joint shear strength of exterior beam-column joints using artificial neural networks via experimental results
    Harith, Iman Kattoof
    Nadir, Wissam
    Salah, Mustafa S.
    Majdi, Ali
    INNOVATIVE INFRASTRUCTURE SOLUTIONS, 2024, 9 (02)
  • [3] Neural network prediction of joint shear strength of exterior beam-column joint
    Alagundi, Shreyas
    Palanisamy, T.
    STRUCTURES, 2022, 37 : 1002 - 1018
  • [4] Probabilistic Joint Shear Strength Models for Design of RC Beam-Column Connections
    Kim, Jaehong
    LaFave, James M.
    ACI STRUCTURAL JOURNAL, 2008, 105 (06) : 770 - 780
  • [5] Study on Shear Strength of SRC Beam-Column Connections
    Jia, Jinqing
    Zhu, Weiqing
    Meng, Gang
    Yao, Dali
    ADVANCES IN CIVIL ENGINEERING, PTS 1-6, 2011, 255-260 : 25 - 29
  • [6] A Simplified Approach to Joint Shear Behavior Prediction of RC Beam-Column Connections
    Kim, Jaehong
    LaFave, James M.
    EARTHQUAKE SPECTRA, 2012, 28 (03) : 1071 - 1096
  • [7] Machine learning-based shear strength prediction of exterior RC beam-column joints
    Dogan, Gamze
    MULTISCALE AND MULTIDISCIPLINARY MODELING EXPERIMENTS AND DESIGN, 2024, 7 (03) : 2319 - 2341
  • [8] Optimal Prediction of Shear Properties in Beam-Column Joints Using Machine Learning Approach
    Ramavath, S.
    Suryawanshi, S. R.
    INTERNATIONAL JOURNAL OF ENGINEERING, 2024, 37 (01): : 67 - 82
  • [9] Shear strength of beam-column joint with enlarged joint area
    Pimanmas, Amorn
    Chaimahawan, Preeda
    ENGINEERING STRUCTURES, 2010, 32 (09) : 2529 - 2545
  • [10] Predicting joint shear in beam-column connections using convolutional neural networks
    Sidvilasini, Sunkavalli
    Palanisamy, T.
    MULTISCALE AND MULTIDISCIPLINARY MODELING EXPERIMENTS AND DESIGN, 2025, 8 (01)