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Volumn 36, Issue 1, 2001, Pages 49-62

Artificial neural network applications in geotechnical engineering

Author keywords

[No Author keywords available]

Indexed keywords

COLUMNS (STRUCTURAL); GEOTECHNICAL ENGINEERING; NEURAL NETWORKS; PILES; SLOPE STABILITY; SOIL MECHANICS; SOILS;

EID: 84930208606     PISSN: 08189110     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (387)

References (87)
  • 1
    • 0032430468 scopus 로고    scopus 로고
    • General regression neural networks for driven piles in cohesionless soils
    • Abu-Kiefa, M. A. (1998). "General regression neural networks for driven piles in cohesionless soils." J. Geotech. & Geoenv. Engrg., ASCE, 124(12), 1177-1185.
    • (1998) J. Geotech. & Geoenv. Engrg., ASCE , vol.124 , Issue.12 , pp. 1177-1185
    • Abu-Kiefa, M.A.1
  • 2
    • 0030703042 scopus 로고    scopus 로고
    • Assessing the liquefaction susceptibility at a site based on information from penetration testing
    • N. Kartam, I. Flood, and J. H. Garrett, eds., New York
    • Agrawal, G., and Chameau., J. A., and Bourdeau, P. L. (1997). "Assessing the liquefaction susceptibility at a site based on information from penetration testing." In: Artificial neural networks for civil engineers: fundamentals and applications, N. Kartam, I. Flood, and J. H. Garrett, eds., New York, 185-214.
    • (1997) Artificial Neural Networks for Civil Engineers: Fundamentals and Applications , pp. 185-214
    • Agrawal, G.1    Chameau, J.A.2    Bourdeau, P.L.3
  • 4
    • 0032157672 scopus 로고    scopus 로고
    • Neuronet-based approach for assessing liquefaction potential of soils
    • Ali, H. E., and Najjar, Y. M. (1998). "Neuronet-based approach for assessing liquefaction potential of soils." Transportation Research Record No. 1633, 3-8.
    • (1998) Transportation Research Record No. 1633 , pp. 3-8
    • Ali, H.E.1    Najjar, Y.M.2
  • 7
    • 2442670964 scopus 로고
    • A neural-network for soil compaction
    • G. N. Pande and S. Pietruszczak, eds., Roterdam: Balkema
    • Basheer, I. A., and Najjar, Y. M. (1995). "A neural-network for soil compaction." Proc., 5th Int. Symp. Numerical Models in Geomechanics, G. N. Pande and S. Pietruszczak, eds., Roterdam: Balkema, 435-440.
    • (1995) Proc., 5th Int. Symp. Numerical Models in Geomechanics , pp. 435-440
    • Basheer, I.A.1    Najjar, Y.M.2
  • 8
    • 0013444364 scopus 로고    scopus 로고
    • Modeling cyclic constitutive behavior by neural networks: Theoritical and real data
    • H. Murakami and J. E. Luco, eds, La Jolla, California, May 17-20
    • Basheer, I. A., and Najjar, Y. M. (1998). "Modeling cyclic constitutive behavior by neural networks: Theoritical and real data." Proc., 12th Engineering Mechanics Conf., H. Murakami and J. E. Luco, eds, La Jolla, California, May 17-20, 952-955.
    • (1998) Proc., 12th Engineering Mechanics Conf. , pp. 952-955
    • Basheer, I.A.1    Najjar, Y.M.2
  • 9
    • 0030195319 scopus 로고    scopus 로고
    • Site characterisation by neuronets: An application to the landfill siting problem
    • Basheer, I. A., and Reddi., L. N., and Najjar, Y. M. (1996). "Site characterisation by neuronets: An application to the landfill siting problem." Ground Water, 34, 610-617.
    • (1996) Ground Water , vol.34 , pp. 610-617
    • Basheer, I.A.1    Reddi, L.N.2    Najjar, Y.M.3
  • 11
    • 0002700570 scopus 로고
    • Shaft friction of piles in clay
    • Burland, J. B. (1973). "Shaft friction of piles in clay." Ground Engineering, 6(3), 1-15.
    • (1973) Ground Engineering , vol.6 , Issue.3 , pp. 1-15
    • Burland, J.B.1
  • 12
    • 0005210482 scopus 로고
    • Soil classification by neural-network
    • Cal, Y. (1995). "Soil classification by neural-network." Advances in Engineering Software, 22(2), 95-97.
    • (1995) Advances in Engineering Software , vol.22 , Issue.2 , pp. 95-97
    • Cal, Y.1
  • 13
    • 0028977232 scopus 로고
    • Neural network: An alternative to pile driving formulas
    • Chan, W. T., and Chow., y. K., and Liu, L. F. (1995). "Neural network: An alternative to pile driving formulas." J. Computers and Geotechnics, 17, 135-156.
    • (1995) J. Computers and Geotechnics , vol.17 , pp. 135-156
    • Chan, W.T.1    Chow, Y.K.2    Liu, L.F.3
  • 14
    • 0019596045 scopus 로고
    • New design correlations for piles in sand
    • Coyle, H. M., and Castello, R. R. (1981). "New design correlations for piles in sand." J. Geotech. Engrg., ASCE, 107(7), 965-986.
    • (1981) J. Geotech. Engrg., ASCE , vol.107 , Issue.7 , pp. 965-986
    • Coyle, H.M.1    Castello, R.R.2
  • 15
    • 0026711890 scopus 로고
    • Neural network modeling of the mechanical behavior of sand
    • Ellis, G. W., Yao, C., and Zhao, R. (1992). "Neural network modeling of the mechanical behavior of sand." Proc., Engineering Mechanics, ASCE, 421-424.
    • (1992) Proc., Engineering Mechanics, ASCE , pp. 421-424
    • Ellis, G.W.1    Yao, C.2    Zhao, R.3
  • 16
    • 0029309340 scopus 로고
    • Stress-strain modelling of sands using artificial neural networks
    • Ellis, G. W., Yao, C., Zhao, R., and Penumadu, D. (1995). "Stress-strain modelling of sands using artificial neural networks." J. Geotech. Engrg., ASCE, 121(5), 429-435.
    • (1995) J. Geotech. Engrg., ASCE , vol.121 , Issue.5 , pp. 429-435
    • Ellis, G.W.1    Yao, C.2    Zhao, R.3    Penumadu, D.4
  • 18
    • 0028416331 scopus 로고
    • Neural networks in civil engineering I: Principles and understanding
    • Flood, I., and Kartam, N. (1994). "Neural networks in civil engineering I: Principles and understanding." J. Computing in Civil Engrg, ASCE, 8(2), 131-148.
    • (1994) J. Computing in Civil Engrg, ASCE , vol.8 , Issue.2 , pp. 131-148
    • Flood, I.1    Kartam, N.2
  • 19
    • 0032146239 scopus 로고    scopus 로고
    • Artificial neural networks (The multilayer perceptron) - A review of applications in the atmospheric sciences
    • Gardner, M. W., and Dorling, S. R. (1998). "Artificial neural networks (The multilayer perceptron) - A review of applications in the atmospheric sciences." Atmospheric Environment, 32(14/15), 2627-2636.
    • (1998) Atmospheric Environment , vol.32 , Issue.14-15 , pp. 2627-2636
    • Gardner, M.W.1    Dorling, S.R.2
  • 20
    • 0031917757 scopus 로고    scopus 로고
    • New nested adaptive neural networks (NANN) for constitutive modeling
    • Ghaboussi, J., and Sidarta, D. E. (1998). "New nested adaptive neural networks (NANN) for constitutive modeling." J. Computers and Geotechnics, 22(1), 29-52.
    • (1998) J. Computers and Geotechnics , vol.22 , Issue.1 , pp. 29-52
    • Ghaboussi, J.1    Sidarta, D.E.2
  • 22
    • 0028549824 scopus 로고
    • Nonlinear modelling in geotechnical engineering using neural networks
    • Goh, A. T. C. (1994a). "Nonlinear modelling in geotechnical engineering using neural networks." Australian Civil Engineering Transactions, CE36(4), 293-297.
    • (1994) Australian Civil Engineering Transactions , vol.CE36 , Issue.4 , pp. 293-297
    • Goh, A.T.C.1
  • 23
    • 0028666973 scopus 로고
    • Seismic liquefaction potential assessed by neural network
    • Goh, A. T. C. (1994b). "Seismic liquefaction potential assessed by neural network." J. Geotech. & Geoenv. Engrg., ASCE, 120(9), 1467-1480.
    • (1994) J. Geotech. & Geoenv. Engrg., ASCE , vol.120 , Issue.9 , pp. 1467-1480
    • Goh, A.T.C.1
  • 24
    • 0029223565 scopus 로고
    • Back-propagation neural networks for modeling complex systems
    • Goh, A. T. C. (1995a). "Back-propagation neural networks for modeling complex systems." Artificial Intelligence in Engineering, 9, 143-151.
    • (1995) Artificial Intelligence in Engineering , vol.9 , pp. 143-151
    • Goh, A.T.C.1
  • 25
    • 0029415865 scopus 로고
    • Empirical design in geotechnics using neural networks
    • Goh, A. T. C. (1995b). "Empirical design in geotechnics using neural networks." Geotechnique, 45(4), 709-714.
    • (1995) Geotechnique , vol.45 , Issue.4 , pp. 709-714
    • Goh, A.T.C.1
  • 26
    • 0029415712 scopus 로고
    • Modeling soil correlations using neural networks
    • Goh, A. T. C. (1995c). "Modeling soil correlations using neural networks." J. Computing in Civil Engrg., ASCE, 9(4), 275-278.
    • (1995) J. Computing in Civil Engrg., ASCE , vol.9 , Issue.4 , pp. 275-278
    • Goh, A.T.C.1
  • 27
    • 0030403486 scopus 로고    scopus 로고
    • Neural-network modeling of CPT seismic liquefaction data
    • Goh, A. T. C. (1996a). "Neural-network modeling of CPT seismic liquefaction data." J. Geotech. Engrg., ASCE, 122(1), 70-73.
    • (1996) J. Geotech. Engrg., ASCE , vol.122 , Issue.1 , pp. 70-73
    • Goh, A.T.C.1
  • 28
    • 0030414004 scopus 로고    scopus 로고
    • Pile driving records reanalyzed using neural networks
    • Goh, A. T. C. (1996b). "Pile driving records reanalyzed using neural networks." J. Geotech. Engrg., ASCE, 122(6), 492-495.
    • (1996) J. Geotech. Engrg., ASCE , vol.122 , Issue.6 , pp. 492-495
    • Goh, A.T.C.1
  • 29
    • 0029416085 scopus 로고
    • Estimation of lateral wall movements in braced excavation using neural networks
    • Goh, A. T. C., and Wong., K. S., and Broms, B. B. (1995). "Estimation of lateral wall movements in braced excavation using neural networks." Canadian Geotech. J., 32, 1059-1064.
    • (1995) Canadian Geotech. J. , vol.32 , pp. 1059-1064
    • Goh, A.T.C.1    Wong, K.S.2    Broms, B.B.3
  • 30
    • 0004924014 scopus 로고
    • Use of neural networks for hydraulic conductivity determination in unsaturated soil
    • J. A. Stanford and H. M. Valett, eds., Bethesda MD: Amer, Water Resources Assoc.
    • Gribb, M. M., and Gribb, G. W. (1994). "Use of neural networks for hydraulic conductivity determination in unsaturated soil." Proc., 2nd Int. Conf. Ground Water Ecology, J. A. Stanford and H. M. Valett, eds., Bethesda MD: Amer, Water Resources Assoc., 155-163.
    • (1994) Proc., 2nd Int. Conf. Ground Water Ecology , pp. 155-163
    • Gribb, M.M.1    Gribb, G.W.2
  • 31
  • 32
    • 18144384988 scopus 로고
    • The efficiency of the hammer blow, and its effects with reference to piling
    • Hiley, A. (1922). "The efficiency of the hammer blow, and its effects with reference to piling." Engineering, 2, 673.
    • (1922) Engineering , vol.2 , pp. 673
    • Hiley, A.1
  • 33
    • 0010406292 scopus 로고
    • Department of Industry, Technology and Commerce, Commonwealth of Australia, Canberra
    • Hubick, K. T. (1992). Artificial neural networks in Australia, Department of Industry, Technology and Commerce, Commonwealth of Australia, Canberra.
    • (1992) Artificial Neural Networks in Australia
    • Hubick, K.T.1
  • 35
    • 18144429695 scopus 로고
    • Une analyse energetique du battage des pieux a l'aide de parametres sans dimension
    • Oslo, Norway
    • Janbu, N. (1953). "Une analyse energetique du battage des pieux a l'aide de parametres sans dimension." Norwegian Geotech. Inst., Oslo, Norway, 3, 63-64.
    • (1953) Norwegian Geotech. Inst. , vol.3 , pp. 63-64
    • Janbu, N.1
  • 36
    • 0033131832 scopus 로고    scopus 로고
    • CPT-based liquefaction evaluation using artificial neural networks
    • Juang, C. H., and Chen, C. J. (1999). "CPT-based liquefaction evaluation using artificial neural networks." Computer-Aided Civil and Infrastructure Engineering, 14(3), 221-229.
    • (1999) Computer-Aided Civil and Infrastructure Engineering , vol.14 , Issue.3 , pp. 221-229
    • Juang, C.H.1    Chen, C.J.2
  • 38
    • 0030472893 scopus 로고    scopus 로고
    • Prediction of pile bearing capacity using artificial neural networks
    • Lee, I. M., and Lee, J. H. (1996). "Prediction of pile bearing capacity using artificial neural networks." Computers and Geotechnics, 18(3), 189-200.
    • (1996) Computers and Geotechnics , vol.18 , Issue.3 , pp. 189-200
    • Lee, I.M.1    Lee, J.H.2
  • 39
    • 0033957764 scopus 로고    scopus 로고
    • Neural networks for the prediction and forecasting of water resources variables: A review of modelling issues and applications
    • (2000)
    • Maier, H. R., and Dandy, G. C. (2000). "Neural networks for the prediction and forecasting of water resources variables: A review of modelling issues and applications." Environmental Modelling & Software, 15 (2000), 101-124.
    • (2000) Environmental Modelling & Software , vol.15 , pp. 101-124
    • Maier, H.R.1    Dandy, G.C.2
  • 43
    • 0016928323 scopus 로고
    • Bearing capacity and settlement of pile foundations
    • Meyrehof, G. G. (1976). "Bearing capacity and settlement of pile foundations." J. Geotech. Engrg., ASCE, 102(3), 196-228.
    • (1976) J. Geotech. Engrg., ASCE , vol.102 , Issue.3 , pp. 196-228
    • Meyrehof, G.G.1
  • 44
    • 84894180554 scopus 로고
    • Artificial neural-network integrated with expert-system for preliminary design of tunnels and slopes
    • T. Fujii, ed., Rotterdam: Balkema
    • Moon, H. K., and Na., S. M., and Lee, C. W. (1995). "Artificial neural-network integrated with expert-system for preliminary design of tunnels and slopes." Proc., 8th Int. Congress on Rock Mechanics, T. Fujii, ed., Rotterdam: Balkema, 1 & 2, 901-905.
    • (1995) Proc., 8th Int. Congress on Rock Mechanics , vol.1-2 , pp. 901-905
    • Moon, H.K.1    Na, S.M.2    Lee, C.W.3
  • 45
    • 0008019898 scopus 로고
    • Potential applications of neural networks in construction
    • Moselhi, O., Hegazy, T., and Fazio, P. (1992). "Potential applications of neural networks in construction." Can. J. Civil Engrg, 19, 521-529.
    • (1992) Can. J. Civil Engrg , vol.19 , pp. 521-529
    • Moselhi, O.1    Hegazy, T.2    Fazio, P.3
  • 46
    • 0031624390 scopus 로고    scopus 로고
    • CPT-based liquefaction potential assessment: A neuronet approach
    • Najjar, Y. M., and Ali, H. E. (1998). "CPT-based liquefaction potential assessment: A neuronet approach." Geotechnical Special Publication, ASCE, 1, 542-553.
    • (1998) Geotechnical Special Publication, ASCE , vol.1 , pp. 542-553
    • Najjar, Y.M.1    Ali, H.E.2
  • 48
    • 0033428665 scopus 로고    scopus 로고
    • On the use of neurons for simulating the stress-strain behavior of soils
    • G. N. Pande, ed., Graz, Austria, NUMOG VII, September 1-3
    • Najjar, Y. M., and Ali., H. E., and Basheer, I. A. (1999). "On the use of neurons for simulating the stress-strain behavior of soils." Proc., 7th Int. Symposium on Numerical Models in Geomechanics, G. N. Pande, ed., Graz, Austria, NUMOG VII, September 1-3, 657-662.
    • (1999) Proc., 7th Int. Symposium on Numerical Models in Geomechanics , pp. 657-662
    • Najjar, Y.M.1    Ali, H.E.2    Basheer, I.A.3
  • 49
    • 0029723312 scopus 로고    scopus 로고
    • Neural network approach for site characterization and uncertainty prediction
    • Najjar, Y. M., and Basheer, I. A. (1996a). "Neural network approach for site characterization and uncertainty prediction." Geotechnical Special Publication, ASCE, 58(1), 134-148.
    • (1996) Geotechnical Special Publication, ASCE , vol.58 , Issue.1 , pp. 134-148
    • Najjar, Y.M.1    Basheer, I.A.2
  • 50
    • 0030240007 scopus 로고    scopus 로고
    • Utilizing computational neural networks for evaluating the permeability of compacted clay liners
    • Najjar, Y. M., and Basheer, I. A. (1996b). "Utilizing computational neural networks for evaluating the permeability of compacted clay liners." Geotechnical and Geological Engineering, 14, 193-221.
    • (1996) Geotechnical and Geological Engineering , vol.14 , pp. 193-221
    • Najjar, Y.M.1    Basheer, I.A.2
  • 52
    • 0030458149 scopus 로고    scopus 로고
    • On the identification of compaction characteristics by neuronets
    • Najjar, Y. M., and Basheer., I. A., and Naouss, W. A. (1996b). "On the identification of compaction characteristics by neuronets." J. Computers and Geotechnics, 18(3), 167-187.
    • (1996) J. Computers and Geotechnics , vol.18 , Issue.3 , pp. 167-187
    • Najjar, Y.M.1    Basheer, I.A.2    Naouss, W.A.3
  • 53
    • 2442712661 scopus 로고    scopus 로고
    • Artificial intelligence techniques for the design and analysis of deep foundations
    • Nawari, N. O., Liang, R., and Nusairat, J. (1999). "Artificial intelligence techniques for the design and analysis of deep foundations." Electronic J. Geotech. Engrg., http://geotech.civeng.okstate.edu/ejge/ppr9909/index.html.
    • (1999) Electronic J. Geotech. Engrg.
    • Nawari, N.O.1    Liang, R.2    Nusairat, J.3
  • 54
    • 0003514519 scopus 로고
    • Measurements at a strutted excavation, oslo subway, vaterland, kn 1450
    • Norwegian Geotechncial Institute, Oslo, Norway
    • NGI. (1962). "Measurements at a strutted excavation, Oslo subway, Vaterland, kn 1450." Technical Report 8, Norwegian Geotechncial Institute, Oslo, Norway.
    • (1962) Technical Report 8
    • NGI1
  • 55
    • 19944397551 scopus 로고    scopus 로고
    • A fuzzy neural network approach to evaluation of slope failure potential
    • Ni, S. H., and Lu., P. C., and Juang, C. H. (1996). "A fuzzy neural network approach to evaluation of slope failure potential." J. Microcomputers in Civil Engineering, 11, 59-66.
    • (1996) J. Microcomputers in Civil Engineering , vol.11 , pp. 59-66
    • Ni, S.H.1    Lu, P.C.2    Juang, C.H.3
  • 58
    • 0032786618 scopus 로고    scopus 로고
    • Triaxial compression behavior of sand and gravel using artificial neural networks (ANN)
    • Penumadu, D., and Zhao, R. (1999). "Triaxial compression behavior of sand and gravel using artificial neural networks (ANN)." J. Computers and Geotechnics, 24, 207-230.
    • (1999) J. Computers and Geotechnics , vol.24 , pp. 207-230
    • Penumadu, D.1    Zhao, R.2
  • 59
    • 2442647136 scopus 로고
    • Capacity of piles driven into dense sand
    • Cambridge University, Cambridge, U. K
    • Randolph, M. F. (1985). "Capacity of piles driven into dense sand." Rep. Soils TR 171, Engrg. Dept., Cambridge University, Cambridge, U. K.
    • (1985) Rep. Soils TR 171, Engrg. Dept.
    • Randolph, M.F.1
  • 60
    • 0018059180 scopus 로고
    • Analysis of deformation of vertically loaded piles
    • Randolph, M. F., and Wroth, C. P. (1978). "Analysis of deformation of vertically loaded piles." J. Geotech. Engrg., ASCE, 104(12), 1465-1488.
    • (1978) J. Geotech. Engrg., ASCE , vol.104 , Issue.12 , pp. 1465-1488
    • Randolph, M.F.1    Wroth, C.P.2
  • 63
    • 0006888721 scopus 로고
    • Application of artificial neural networks for site characterization using hard and soft information
    • A. Peters et al., eds., Dordrecht: Kluwer Academic
    • Rizzo, D. M., and Dougherty, D. E. (1994). "Application of artificial neural networks for site characterization using hard and soft information." Proc., 10th Int. Conf. Computational Methods in Water Resources, A. Peters et al., eds., Dordrecht: Kluwer Academic, 12, 793-799.
    • (1994) Proc., 10th Int. Conf. Computational Methods in Water Resources , vol.12 , pp. 793-799
    • Rizzo, D.M.1    Dougherty, D.E.2
  • 65
    • 0029712274 scopus 로고    scopus 로고
    • Characterization of granular meterial by low strain dynamic excitation and ANN
    • Romero, S., and Pamukcu, S. (1996). "Characterization of granular meterial by low strain dynamic excitation and ANN." Geotechnical Special Publication, ASTM-ASCE, 58(2), 1134-1148.
    • (1996) Geotechnical Special Publication, ASTM-ASCE , vol.58 , Issue.2 , pp. 1134-1148
    • Romero, S.1    Pamukcu, S.2
  • 66
    • 0000042923 scopus 로고
    • Static cone to compute static settlement over sand
    • Schmertmann, J. H. (1970). "Static cone to compute static settlement over sand." J. Soil Mech. & Found. Div., ASCE, 96(SM3), 7302-1043.
    • (1970) J. Soil Mech. & Found. Div., ASCE , vol.96 , Issue.SM3 , pp. 7302-1043
    • Schmertmann, J.H.1
  • 68
    • 0005383183 scopus 로고
    • Prediction of settlements from evaluated settlement observations for sand
    • Schultze, E., and Sherif, G. (1973). "Prediction of settlements from evaluated settlement observations for sand." Proc., 8th Int. Conf. Soil Mech. & Found. Engrg., 1(3), 225-230.
    • (1973) Proc., 8th Int. Conf. Soil Mech. & Found. Engrg. , vol.1 , Issue.3 , pp. 225-230
    • Schultze, E.1    Sherif, G.2
  • 69
    • 0022360088 scopus 로고
    • Influence of SPT procedure in seismic liquefaction resistance evaluations
    • Seed, H. B., Tokimatsu, H., Harder, L. F., and Chung, R. M. (1985). "Influence of SPT procedure in seismic liquefaction resistance evaluations." J. Geotech. Engrg., ASCE, 111(12), 1425-1445.
    • (1985) J. Geotech. Engrg., ASCE , vol.111 , Issue.12 , pp. 1425-1445
    • Seed, H.B.1    Tokimatsu, H.2    Harder, L.F.3    Chung, R.M.4
  • 70
    • 0022511014 scopus 로고
    • Shaft capacity of driven pipe piles in clay
    • Semple, R. M., and Rigden, W. J. (1986). "Shaft capacity of driven pipe piles in clay." Ground Engineering, 19(1), 11-17.
    • (1986) Ground Engineering , vol.19 , Issue.1 , pp. 11-17
    • Semple, R.M.1    Rigden, W.J.2
  • 71
    • 38849140506 scopus 로고    scopus 로고
    • Predicting the settlement of shallow foundations on cohesionless soils using back-propagation neural networks
    • The University of Adelaide, Adelaide
    • Shahin, M. A., and Jaksa., M. B., and Maier, H. R. (2000). "Predicting the settlement of shallow foundations on cohesionless soils using back-propagation neural networks." Research Report No. R 167, The University of Adelaide, Adelaide.
    • (2000) Research Report No. R 167
    • Shahin, M.A.1    Jaksa, M.B.2    Maier, H.R.3
  • 72
    • 0032079074 scopus 로고    scopus 로고
    • Modular neural networks for predicting settlement during tunneling
    • Shi, J., Ortigao, J. A. R., and Bai, J. (1998). "Modular neural networks for predicting settlement during tunneling." J. Geotech. & Geoenv. Engrg., ASCE, 124(5), 389-395.
    • (1998) J. Geotech. & Geoenv. Engrg., ASCE , vol.124 , Issue.5 , pp. 389-395
    • Shi, J.1    Ortigao, J.A.R.2    Bai, J.3
  • 73
    • 0034171993 scopus 로고    scopus 로고
    • Reducing prediciton error by transforming input data for neural networks
    • Shi, J. J. (2000). "Reducing prediciton error by transforming input data for neural networks." J. Computing in Civil Engrg., ASCE, 14(2), 109-116.
    • (2000) J. Computing in Civil Engrg., ASCE , vol.14 , Issue.2 , pp. 109-116
    • Shi, J.J.1
  • 74
    • 0024031972 scopus 로고
    • Evaluation of liquefaction potentials of soils using cone penetration tests
    • Shibata, T., and Teparaksa, W. (1988). "Evaluation of liquefaction potentials of soils using cone penetration tests." Soils and Foundations, 28(2), 49-60.
    • (1988) Soils and Foundations , vol.28 , Issue.2 , pp. 49-60
    • Shibata, T.1    Teparaksa, W.2
  • 75
    • 0031941646 scopus 로고    scopus 로고
    • Constitutive modeling of geomaterials from non-uniform material tests
    • Sidarta, D. E., and Ghaboussi, J. (1998). "Constitutive modeling of geomaterials from non-uniform material tests." J. Computers & Geomechanics, 22(10), 53-71.
    • (1998) J. Computers & Geomechanics , vol.22 , Issue.10 , pp. 53-71
    • Sidarta, D.E.1    Ghaboussi, J.2
  • 77
    • 0026280463 scopus 로고
    • A neural network - Expert system hybird approach for tunnel design
    • J. R. Tillerson and W. R. Wawerisk, eds., Brookfield VT: Balkema
    • Sterling, R. L., and Lee, C. A. (1992). "A neural network - expert system hybird approach for tunnel design." Proc., 33rd United-States Symp. Rock Mechanics, J. R. Tillerson and W. R. Wawerisk, eds., Brookfield VT: Balkema, 501-510.
    • (1992) Proc., 33rd United-States Symp. Rock Mechanics , pp. 501-510
    • Sterling, R.L.1    Lee, C.A.2
  • 80
    • 0032130999 scopus 로고    scopus 로고
    • Neural network modeling of anisotropic aggregate behavior from repeated load triaxial tests
    • National Research Council, Washington, D.C
    • Tutumluer, E., and Seyhan, U. (1998). "Neural network modeling of anisotropic aggregate behavior from repeated load triaxial tests." Transportation Research Record 1615, National Research Council, Washington, D.C.
    • (1998) Transportation Research Record 1615
    • Tutumluer, E.1    Seyhan, U.2
  • 81
    • 0942303465 scopus 로고    scopus 로고
    • Liquefaction assessment by neural networks
    • Ural, D. N., and Saka, H. (1998). "Liquefaction assessment by neural networks." Electronic Journal of Geotechnical Engrg., http://geotech.civen.okstate.edu/ejge/ppr9803/index.html.
    • (1998) Electronic Journal of Geotechnical Engrg.
    • Ural, D.N.1    Saka, H.2
  • 82
    • 0342851844 scopus 로고
    • The iron wharf at fort monroe, va
    • Wellington, A. M. (1892). "The iron wharf at Fort Monroe, Va." Transactions, ASCE, 27, 129-137.
    • (1892) Transactions, ASCE , vol.27 , pp. 129-137
    • Wellington, A.M.1
  • 83
    • 0028098349 scopus 로고
    • Use of neural networks in the analysis and interpretation of site investigation data
    • Zhou, Y., and Wu, X. (1994). "Use of neural networks in the analysis and interpretation of site investigation data." Computer and Geotechnics, 16, 105-122.
    • (1994) Computer and Geotechnics , vol.16 , pp. 105-122
    • Zhou, Y.1    Wu, X.2
  • 85
    • 0032194440 scopus 로고    scopus 로고
    • Modeling of soil behavior with a recurrent neural network
    • Zhu, J. H., and Zaman., M. M., and Anderson, S. A. (1998a). "Modeling of soil behavior with a recurrent neural network." Canadian Geotech. J., 35(5), 858-872.
    • (1998) Canadian Geotech. J. , vol.35 , Issue.5 , pp. 858-872
    • Zhu, J.H.1    Zaman, M.M.2    Anderson, S.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.