A neural network approach for site characterization and uncertainty prediction

Geotechnical Special Publication

Volumn , Issue 58 I, 1996, Pages 134-148

  Najjar, Yacoub M ^a   Basheer, Imad A ^a  

^a Sunflower Networking Group   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRUCTION; FORECASTING; LAND FILL; MECHANICAL PERMEABILITY; NATURAL RESOURCES EXPLORATION; NEURAL NETWORKS; SOILS;

SITE CHARACTERIZATION; SUBSOIL EXPLORATION; UNCERTAINTY PREDICTION;

ENGINEERING GEOLOGY;

EID: 0029723312     PISSN: 08950563     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (10)

1. Alonso, E.E. (1973), "Application of Random Function Theory to Settlement Problems in Soil Engineering," Ph.D. Dissertation Presented to Northwestern Univ. at Evanston, Ill.
2. Basheer, I.A., Najjar, Y.M., and Swartz, S. E. (1994), "Predicting Permeability of Compacted Clay Using an Artificial Neural Network," in Intelligent Engineering Systems Through Artificial Neural Networks, Vol. 4, Dagli et al. (Eds.), pp.1161-1166.
3. Basheer, I.A. and Najjar, Y.M. (1996), "Predicting Dynamic Response of Adsorption Columns with Neural Nets," J. Comp. in Civ. Engrg., ASCE, Vol. 10, No. 1. pp. 31-39.
4. EPA (1985), "Draft-Minimum Technology Guidance on Double Liner Systems for Landfills and Surface Impoundments," EPA/530-SW-85-014.
5. Mitchell, J.K., Hooper, D.R., and Campanella, R.G. (1965), "Permeability of Compacted Clay," J. Soil Mech. and Found. Div., ASCE, Vol. 91, No. 4, pp. 41-65.
6. Najjar, V.M., Basheer, I.A., and Naouss, W.A. (1995), "On the Identification of Compaction Characteristics by Neuronets," Computers and Geotechnics J., In Press.
7. Rizzo, D.M. and Doughtery, D.E. (1994), "Characterization of Aquifer Properties Using Artificial Neural Networks: Neural Kriging," Water Res. Reseach, Vol. 30, No. 2, pp. 483-497.
8. Rogers, J.L. and Dowla, F.U. (1994), "Optimization of Groundwater Remediation Using Artificial Neural Networks with Parallel Solute Transport Modeling," Water Resources Research, Vol. 30 (2), pp. 457-481.
9. Tabba, M.M. and Yong, R.N. (1981), "Mapping and Predicting Soil Properties: Theory," ASCE J. of the Eng. Mechanics, Vol. 107, No. EM5, pp.773-793.
10. van Marcke, E.H. (1977), "Probabilistic Modeling of Soil Profiles," ASCE J. Geotech. Engrg., Vol. 103, No. GT11, pp. 1227-1246.