Prediction of fracture toughness of concrete using the machine learning approach

被引:0
|
作者
Bagher Shemirani, Alireza [1 ]
机构
[1] Faculty of Civil, Water and Environmental Engineering, Shahid Beheshti University, Tehran, Iran
关键词
Compendex;
D O I
10.1016/j.tafmec.2024.104749
中图分类号
学科分类号
摘要
Adaptive boosting - Fracture toughness - Linear regression - Nearest neighbor search - Support vector machines
引用
收藏
相关论文
共 50 条
  • [41] Shear strength prediction of reinforced concrete beams using machine learning
    Sandeep, M. S.
    Tiprak, Koravith
    Kaewunruen, Sakdirat
    Pheinsusom, Phoonsak
    Pansuk, Withit
    [J]. STRUCTURES, 2023, 47 : 1196 - 1211
  • [42] Prediction of compressive strength of geopolymer concrete using machine learning techniques
    Gupta, Tanuja
    Rao, Meesala Chakradhara
    [J]. STRUCTURAL CONCRETE, 2022, 23 (05) : 3073 - 3090
  • [43] Prediction of Healing Performance of Autogenous Healing Concrete Using Machine Learning
    Huang, Xu
    Wasouf, Mirna
    Sresakoolchai, Jessada
    Kaewunruen, Sakdirat
    [J]. MATERIALS, 2021, 14 (15)
  • [44] An insight into the prediction of mechanical properties of concrete using machine learning techniques
    Shukla, Neeraj Kumar
    Garg, Aman
    Bhutto, Javed
    Aggarwal, Mona
    Raja, M. Ramkumar
    Hussein, Hany S.
    Khan, T. M. Yunus
    Sabherwal, Pooja
    [J]. COMPUTERS AND CONCRETE, 2023, 32 (03): : 263 - 286
  • [45] Prediction of the Compressive Strength of Vibrocentrifuged Concrete Using Machine Learning Methods
    Beskopylny, Alexey N.
    Stel'makh, Sergey A.
    Shcherban', Evgenii M.
    Mailyan, Levon R.
    Meskhi, Besarion
    Razveeva, Irina
    Kozhakin, Alexey
    Pembek, Anton
    Elshaeva, Diana
    Chernil'nik, Andrei
    Beskopylny, Nikita
    [J]. BUILDINGS, 2024, 14 (02)
  • [46] Prediction of Rubber Fiber Concrete Strength Using Extreme Learning Machine
    Zhang, Jingkui
    Xu, Juncai
    Liu, Changshun
    Zheng, Ji
    [J]. FRONTIERS IN MATERIALS, 2021, 7
  • [47] Unboxing machine learning models for concrete strength prediction using XAI
    Sara Elhishi
    Asmaa Mohammed Elashry
    Sara El-Metwally
    [J]. Scientific Reports, 13
  • [48] Study of recycled concrete properties and prediction using machine learning methods
    Ji, Yongcheng
    Wang, Dayang
    Wang, Jun
    [J]. JOURNAL OF BUILDING ENGINEERING, 2024, 94
  • [49] A Machine-Learning Approach for the Prediction of Fly-Ash Concrete Strength
    Shao, Shanqing
    Gong, Aimin
    Wang, Ran
    Chen, Xiaoshuang
    Xu, Jing
    Wang, Fulai
    Liu, Feipeng
    [J]. FDMP-FLUID DYNAMICS & MATERIALS PROCESSING, 2023, 19 (12): : 3007 - 3019
  • [50] FRACTURE TOUGHNESS TESTS FOR CONCRETE
    BEAR, TJ
    BARR, B
    [J]. INTERNATIONAL JOURNAL OF FRACTURE, 1977, 13 (01) : 92 - 96