Prediction of fracture parameters of high strength and ultra-high strength concrete beam using Gaussian process regression and least squares

被引:0
|
作者
Parab, Shantaram [1 ]
Srivastava, Shreya [1 ]
Samui, Pijush [2 ]
Murthy, A. Ramachra [3 ]
机构
[1] School of Mechanical and Building Sciences (SMBS), VIT University, Vellore, Tamil Nadu,632014, India
[2] Centre for Disaster Mitigation and Management (CDMM), VIT University, Vellore, Tamil Nadu,632014, India
[3] CSIR-Structural Engineering Research Centre, Taramani, Chennai, India
来源
关键词
Regression analysis - MATLAB - Neural networks - Compressive strength - Tensile strength - Crack tips - Gaussian beams - High performance concrete;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:139 / 158
相关论文
共 50 条
  • [31] Post-installed mechanical fasteners in high strength and ultra-high strength performance concrete
    Schwenn, Michael
    Voit, Klaus
    Zeman, Oliver
    Bergmeister, Konrad
    Civil Engineering Design, 2019, 1 (5-6) : 161 - 167
  • [32] Experimental investigation on autogenous shrinkage of high and ultra-high strength concrete
    Qasim, Ola Adel
    INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND SCIENCE, 2018, 454
  • [33] Strength and abrasion resistance of ultra-high strength steel fiber reinforced concrete
    Febrillet, Norma
    Kido, Akihiro
    Ito, Yukihiro
    Ishibashi, Kouji
    Transactions of the Japan Concrete Institute, 2000, 22 : 243 - 252
  • [34] Study on Creep of Fiber Reinforced Ultra-high Strength Concrete Based on Strength
    Peng, Wenjun
    Wang, Tao
    ADVANCES IN MATERIALS, MACHINERY, ELECTRONICS II, 2018, 1955
  • [35] ANN model to predict fracture characteristics of high strength and ultra high strength concrete beams
    Yuvaraj, P.
    Murthy, A Ramachandra
    Iyer, Nagesh R
    Sekar, S.K.
    Samui, Pijush
    Computers, Materials and Continua, 2014, 41 (03): : 193 - 213
  • [36] Estimation of fracture properties for high strength and ultra high strength concrete beams and size effect
    Murthy, A. Ramachandra
    Prasad, B. K. Raghu
    Iyer, Nagesh R.
    INTERNATIONAL JOURNAL OF DAMAGE MECHANICS, 2013, 22 (08) : 1109 - 1126
  • [37] ANN Model to Predict Fracture Characteristics of High Strength and Ultra High Strength Concrete Beams
    Yuvaraj, P.
    Murthy, A. Ramachandra
    Iyer, Nagesh R.
    Sekar, S. K.
    Samui, Pijush
    CMC-COMPUTERS MATERIALS & CONTINUA, 2014, 41 (03): : 193 - 213
  • [38] A comparative study of prediction of compressive strength of ultra-high performance concrete using soft computing technique
    Kumar, Rakesh
    Rai, Baboo
    Samui, Pijush
    STRUCTURAL CONCRETE, 2023, 24 (04) : 5538 - 5555
  • [39] Confinement behavior and prediction models of ultra-high strength concrete using metaheuristic tuned neural network
    Concha, Nolan C.
    Agustin, Jazztine Mark
    Gancayco, Mikhail Mourhie
    Maguigad, Danielle Anne
    Mundo, Desiree
    COMPUTERS AND CONCRETE, 2025, 35 (03): : 339 - 355
  • [40] Study of fracture damage criteria and influence of process parameters on punching of hot stamped ultra-high strength steel
    Yang, Chendong
    Wei, Jincan
    Chen, Zhen
    Qu, Shaofei
    Han, Xianhong
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2023, 128 (3-4): : 1493 - 1504