As the name implies, a non-uniform material test has a non uniform dis
tribution of stresses anal strains within the specimen. An example is
a triaxial test with end friction. Unlike the conventional material te
sts, points in the specimen in a non-uniform material test are subject
ed to widely varying stress paths. In this paper a method to extract t
he material constitutive behavior from a non-uniform material test is
presented. This method employs the use of a neural network material mo
del in a finite element analysis. The measured boundary forces and dis
placements are applied in the finite element analysis to generate the
input and output vectors for training the neural network material mode
l. This method has been applied to a series of triaxial compression te
sts with end friction on sand. (C) 1998 Elsevier Science Ltd. All righ
ts reserved.