Concepedia

Artificial neural network for stress–strain behavior of sandy soils: Knowledge based verification

Meysam Banimahd, S S Yasrobi, P.K. Woodward

Computers and Geotechnics · 2005 · 101 citations · 20 references

Concepts

EngineeringCivil EngineeringEarth SciencesGeotechnical EngineeringSoil MechanicsSoil ScienceShear StrengthShear Strength Of SoilsSoil-structure InteractionStress Distribution In SoilsStress-strain BehaviorConstitutive Soil ModelingNeural Network ModelingShear Stress-strain BehaviorSoil Constitutive ModelsSoil Deformation BehaviorStrain Response Of SoilsStress - Strain Behavior Of Soils

References

20

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations

Computing, Computer Science, Mathematics +10

Training feedforward networks with the Marquardt algorithm

Martin Hagan, Mohammad Bagher Menhaj · IEEE Transactions on Neural Networks · 1994 · 7.7K citations

Computing, Computer Science, Algorithms +14

Liquefaction and flow failure during earthquakes

Kenji Ishihara · Géotechnique · 1993 · 1.8K citations

Engineering, Civil Engineering, Earthquake Engineering +11

Knowledge‐Based Modeling of Material Behavior with Neural Networks

J. Ghaboussi, James H. Garrett, Xiaomin Wu · Journal of Engineering Mechanics · 1991 · 770 citations

Computing, Materials Engineering, Materials Science +17

Effect of Fines and Confining Stress on Undrained Shear Strength of Silty Sands

S. Thevanayagam · Journal of Geotechnical and Geoenvironmental Engineering · 1998 · 493 citations

Engineering, Soil Sciences, Geotechnical Engineering +13