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Volumn 23, Issue 6, 2009, Pages 2214-2219

Neural networks for predicting compressive strength of structural light weight concrete

Author keywords

Back propagation; Cascade correlation; Compressive strength; Light weight concrete; Neural networks

Indexed keywords

AGGREGATES; BACKPROPAGATION; COMPRESSIVE STRENGTH; CONCRETES; CURING; LIGHT WEIGHT CONCRETE; LIGHT WEIGHT STRUCTURES; LINEAR SYSTEMS; NONLINEAR SYSTEMS; SECURITY OF DATA; SILICA; SILICA FUME; WEIGHING;

EID: 63249107491     PISSN: 09500618     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.conbuildmat.2008.12.003     Document Type: Article
Times cited : (236)

References (27)
  • 2
    • 63249119545 scopus 로고
    • Guide for structural lightweight aggregate concrete
    • ACI committee 213 R-87, American Concrete Institute, Farmington Hills;
    • ACI committee 213 R-87. Guide for structural lightweight aggregate concrete. ACI manual of concrete practice, part 1, American Concrete Institute, Farmington Hills; 1987.
    • (1987) ACI manual of concrete practice , Issue.PART 1
  • 3
    • 0002278151 scopus 로고    scopus 로고
    • Semi-lightweight concretes produced by volcanic slugs
    • Topcu I.B. Semi-lightweight concretes produced by volcanic slugs. Cem Concr Res 27 1 (1997) 15-21
    • (1997) Cem Concr Res , vol.27 , Issue.1 , pp. 15-21
    • Topcu, I.B.1
  • 4
    • 0012657007 scopus 로고    scopus 로고
    • Effect of initial curing on early strength and physical properties of lightweight concrete
    • Al-Khaiat H., and Haque M.N. Effect of initial curing on early strength and physical properties of lightweight concrete. Cem Concr Res 28 6 (1998) 859-866
    • (1998) Cem Concr Res , vol.28 , Issue.6 , pp. 859-866
    • Al-Khaiat, H.1    Haque, M.N.2
  • 5
    • 0035480545 scopus 로고    scopus 로고
    • Neural networks for predicting properties of concrete with admixtures
    • Pooliyadda S.P., and Dais W.P.S. Neural networks for predicting properties of concrete with admixtures. Constr Build Mater 15 7 (2001) 371-379
    • (2001) Constr Build Mater , vol.15 , Issue.7 , pp. 371-379
    • Pooliyadda, S.P.1    Dais, W.P.S.2
  • 7
    • 0029391988 scopus 로고
    • HPC strength prediction using artificial neural network
    • Kiewicz K.J., et al. HPC strength prediction using artificial neural network. J Comput Civil Eng 9 4 (1995)
    • (1995) J Comput Civil Eng , vol.9 , Issue.4
    • Kiewicz, K.J.1
  • 8
    • 0031084643 scopus 로고    scopus 로고
    • Concrete strength prediction by means of neural network
    • Sergio L., and Mauro S. Concrete strength prediction by means of neural network. Constr Build Mater 11 2 (1997) 93-98
    • (1997) Constr Build Mater , vol.11 , Issue.2 , pp. 93-98
    • Sergio, L.1    Mauro, S.2
  • 9
    • 0032295215 scopus 로고    scopus 로고
    • Modeling of strength of high performance concrete using artificial neural networks
    • Yeh I.C. Modeling of strength of high performance concrete using artificial neural networks. Cem Concr Res 28 12 (1998) 1797-1808
    • (1998) Cem Concr Res , vol.28 , Issue.12 , pp. 1797-1808
    • Yeh, I.C.1
  • 10
    • 0032660833 scopus 로고    scopus 로고
    • Design of high performance concrete mixture using neural networks and nonlinear programming
    • Yeh I.C. Design of high performance concrete mixture using neural networks and nonlinear programming. J Comput Civil Eng 13 1 (1999) 36-42
    • (1999) J Comput Civil Eng , vol.13 , Issue.1 , pp. 36-42
    • Yeh, I.C.1
  • 11
    • 0032590360 scopus 로고    scopus 로고
    • Application of neural networks for proportioning of concrete mixes
    • Oh J.W., Lee I.W., Kim J.T., and Lee G.W. Application of neural networks for proportioning of concrete mixes. ACI Mater J 96 1 (1999) 61-67
    • (1999) ACI Mater J , vol.96 , Issue.1 , pp. 61-67
    • Oh, J.W.1    Lee, I.W.2    Kim, J.T.3    Lee, G.W.4
  • 12
    • 0034242043 scopus 로고    scopus 로고
    • Prediction of compressive strength of concrete by neural networks
    • Ni H.G., and Wang J.Z. Prediction of compressive strength of concrete by neural networks. Cem Concr Res 30 (2000) 1245-1250
    • (2000) Cem Concr Res , vol.30 , pp. 1245-1250
    • Ni, H.G.1    Wang, J.Z.2
  • 13
    • 0035480545 scopus 로고    scopus 로고
    • Neural networks for predicting properties of concretes with admixtures
    • Dias W.P.S., and Pooliyadda S.P. Neural networks for predicting properties of concretes with admixtures. Constr Build Mater 15 (2001) 371-379
    • (2001) Constr Build Mater , vol.15 , pp. 371-379
    • Dias, W.P.S.1    Pooliyadda, S.P.2
  • 15
    • 0037653583 scopus 로고    scopus 로고
    • Prediction of concrete strength using artificial neural network
    • Lee S.C. Prediction of concrete strength using artificial neural network. Eng Struct 25 (2003) 849-857
    • (2003) Eng Struct , vol.25 , pp. 849-857
    • Lee, S.C.1
  • 16
    • 2642516306 scopus 로고    scopus 로고
    • Application of neural networks for estimation of concrete strength
    • Kim J.I., Kim D.K., Feng M.Q., and Yazdani F. Application of neural networks for estimation of concrete strength. J Mater Civil Eng 16 3 (2004) 257-264
    • (2004) J Mater Civil Eng , vol.16 , Issue.3 , pp. 257-264
    • Kim, J.I.1    Kim, D.K.2    Feng, M.Q.3    Yazdani, F.4
  • 17
    • 63249095334 scopus 로고    scopus 로고
    • Neural networks for predicting properties of high strength concrete
    • Nahhas T.M., and El-Bisy M.S. Neural networks for predicting properties of high strength concrete. Al-Azhar Univ, Civil Eng Res Mag Cem 27 2 (2005) 474-486
    • (2005) Al-Azhar Univ, Civil Eng Res Mag Cem , vol.27 , Issue.2 , pp. 474-486
    • Nahhas, T.M.1    El-Bisy, M.S.2
  • 19
    • 63249105506 scopus 로고    scopus 로고
    • Application of neural networks in the prediction of compressive strength of high strength concrete
    • Alshihri M., Azmy A.M., and El-Bisy M.S. Application of neural networks in the prediction of compressive strength of high strength concrete. Al-Azhar Univ, Civil Eng Res Mag Cem 29 2 (2007) 573-589
    • (2007) Al-Azhar Univ, Civil Eng Res Mag Cem , vol.29 , Issue.2 , pp. 573-589
    • Alshihri, M.1    Azmy, A.M.2    El-Bisy, M.S.3
  • 21
    • 0028416468 scopus 로고
    • Simulating structural analysis with neural networks
    • Rogers J.L. Simulating structural analysis with neural networks. ASCE J Comput Civil Eng 8 2 (1994) 252-2265
    • (1994) ASCE J Comput Civil Eng , vol.8 , Issue.2 , pp. 252-2265
    • Rogers, J.L.1
  • 22
    • 0028548558 scopus 로고
    • Some civil engineering applications of neural networks
    • Goh A.T. Some civil engineering applications of neural networks. Proc Inst Civil Eng Struct Build 104 (1994) 463-469
    • (1994) Proc Inst Civil Eng Struct Build , vol.104 , pp. 463-469
    • Goh, A.T.1
  • 23
    • 0032051569 scopus 로고    scopus 로고
    • The effect of internal parameters and geometry on the performance of back propagation neural networks: an empirical study
    • Maier H.R., and Dandy G.C. The effect of internal parameters and geometry on the performance of back propagation neural networks: an empirical study. Environ Modell Softw 13 2 (1998) 193-209
    • (1998) Environ Modell Softw , vol.13 , Issue.2 , pp. 193-209
    • Maier, H.R.1    Dandy, G.C.2
  • 24
    • 0026896593 scopus 로고
    • Learning with limited numerical precision using the cascade correlation learning algorithm
    • Hoehfeld M., and Fahlman S.E. Learning with limited numerical precision using the cascade correlation learning algorithm. IEEE Trans Neural Networks 3 4 (1992) 602-611
    • (1992) IEEE Trans Neural Networks , vol.3 , Issue.4 , pp. 602-611
    • Hoehfeld, M.1    Fahlman, S.E.2
  • 27
    • 0028416331 scopus 로고
    • Neural networks in civil engineering I: principles and understanding
    • Flood I., and Kartam N. Neural networks in civil engineering I: principles and understanding. ASCE J Comput Civil Eng 8 2 (1994)
    • (1994) ASCE J Comput Civil Eng , vol.8 , Issue.2
    • Flood, I.1    Kartam, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.