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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국계산역학회 Computers and Concrete, An International Journal Computers and Concrete, An International Journal Vol.24 No.1
- 발행연도
- 2019.1
- 수록면
- 7 - 17 (11page)
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초록· 키워드
오류제보하기
The complex phenomenon of the bond formation in geopolymer is not well understood and therefore, difficult to model. This paper present applied statistical models for evaluating the compressive strength of geopolymer. The applied statistical models studied are divided into three different categories - linear regression [least absolute shrinkage and selection operator (LASSO) and elastic net], tree regression [decision and bagging tree] and kernel methods (support vector regression (SVR), kernel ridge regression (KRR), Gaussian process regression (GPR), relevance vector machine (RVM)]. The performance of the methods is compared in terms of error indices, computational effort, convergence and residuals. Based on the present study, kernel based methods (GPR and KRR) are recommended for evaluating compressive strength of Geopolymer concrete.
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참고문헌 (47)
참고문헌 신청
Rajai Z. Al-Rousan / 2018 / Novel nonlinear stiffness parameters and constitutive curves for concrete / Computers and Concrete, An International Journal 22(6):539~550
Ambily, P. S. / 2014 / Development of ultra-high-performance geopolymer concrete / Mag. Concrete Res 66(2):82~89
Khosro Shahpoori Arani / 2019 / Computational optimized finite element modelling of mechanical interaction of concrete with fiber reinforced polymer / Computers and Concrete, An International Journal 23(1):61~68
Atis, C. / 2015 / Very high strength(120mpa)class F fly ash geopolymer mortar activated at different NaOH amount, heat curing temperature and heat curing duration / Constr. Build. Mater 96:673~678
Bakharev, T. / 2005 / Geopolymeric materials prepared using class f fly ash and elevated temperature curing / Cement Concrete Res 35(6):1224~1232
Ambily, P. S. / 2014 / Development of ultra-high-performance geopolymer concrete / Mag. Concrete Res 66(2):82~89
Khosro Shahpoori Arani / 2019 / Computational optimized finite element modelling of mechanical interaction of concrete with fiber reinforced polymer / Computers and Concrete, An International Journal 23(1):61~68
Atis, C. / 2015 / Very high strength(120mpa)class F fly ash geopolymer mortar activated at different NaOH amount, heat curing temperature and heat curing duration / Constr. Build. Mater 96:673~678
Bakharev, T. / 2005 / Geopolymeric materials prepared using class f fly ash and elevated temperature curing / Cement Concrete Res 35(6):1224~1232
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