Residual and fully softened strength evaluation of soils using artificial neural networks

Geotechnical and Geological Engineering

Volumn 27, Issue 2, 2009, Pages 281-288

  Kaya, Abidin ^a  

^a Kaya and Associates   (United States)

Author keywords

ANN; Atterberg limits; Clay; Clay fraction; Fully softened shear strength; Normal effective stress; Residualshear strength; Shale; Slope stability

Indexed keywords

BACKPROPAGATION; CLAY MINERALS; FORECASTING; FRICTION; LIQUIDS; NEURAL NETWORKS; SENSITIVITY ANALYSIS; SHALE; SHEAR STRENGTH; SLOPE STABILITY; SOILS; TRANSPORT PROPERTIES; TRIBOLOGY;

ANN; ATTERBERG LIMITS; CLAY FRACTION; FULLY SOFTENED SHEAR STRENGTH; NORMAL EFFECTIVE STRESS; RESIDUALSHEAR STRENGTH;

GEOLOGIC MODELS;

ARTIFICIAL NEURAL NETWORK; CLAY SOIL; SENSITIVITY ANALYSIS; SHALE; SHEAR STRENGTH; SLOPE STABILITY; SOIL MECHANICS; SOIL STRENGTH;

EID: 61749101060     PISSN: 09603182     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10706-008-9228-x     Document Type: Article

References (8)

1. Kenney TC (1967) Influence of mineralogical composition on the residual strength of natural soils. Proceedings of the Oslo Geotechnical Conference. Shear Strength Nat Soils Rocks Oslo 1:123-129
2. Lupini JF, Skinner AE, Vaughan PR (1981) The drained residual strength of cohesive soils. Geotechnique 31:181-213
3. Mesri G, Cepeda-Diaz AF (1986) Residual strength of clays and shales. Geotechnique 36:269-274
4. Skempton AW (1985) Residual strength of clays in landslides, folded strata and the laboratory. Geotechnique 35:3-18
5. Stark TD, Eid HT (1994) Drained residual strength of cohesive soils. J Geotech Eng 120:856-871. doi: 10.1061/(ASCE)0733-9410(1994)120:5(856)
6. Stark TD, Choi H, McCone S (2005) Drained shear strength parameters for analysis of landslides. J Geotech Geoenviron Eng ASCE 131:575-588
7. Wright SG (2005) Evaluation of soil shear strengths for slope and retaining wall stability with emphasis on high plasticity clays, Research Report FHW/TX-06/51874-01-1. Center for Transportation Research, University of Texas at Austin, TX, 100 pp
8. Zurada JM (1992) Introduction to Artifical neural systems. West Publishing Company, New York