Constitutive modeling of geomaterials from non-uniform material tests

Knowledge‐Based Modeling of Material Behavior with Neural Networks

J. Ghaboussi, James H. Garrett, Xiaomin Wu · Journal of Engineering Mechanics · 1991 · 751 citations

Artificial Intelligence, Engineering, Machine Learning +18

Drained Strength Characteristics of Sands

Kenneth L. Lee, H. Bolton Seed · Journal of the Soil Mechanics and Foundations Division · 1967 · 455 citations

Geotechnical Engineering, Earthquake Engineering, Volume Change Measurements +12

Autoprogressive training of neural network constitutive models

Jamshid Ghaboussi, David A. Pecknold, Mingfu Zhang et al. · International Journal for Numerical Methods in Engineering · 1998 · 285 citations · Full text

Engineering, Machine Learning, Mechanical Engineering +21

New nested adaptive neural networks (NANN) for constitutive modeling

J. Ghaboussi, Djoni E. Sidarta · Computers and Geotechnics · 1998 · 261 citations

Evolving Neural Network, Engineering, Machine Learning +4

Neural network-based material modeling

Xiping Wu · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · 1992 · 37 citations · Full text