Neural network constitutive model for rate-dependent materials

Introduction to the theory of neural computation

Neural Networks · 1994 · 6.5K citations

Computing, Computer Science, Neuroscience +12

A direct adaptive method for faster backpropagation learning: the RPROP algorithm

Martin Riedmiller, Heinrich Braun · IEEE International Conference on Neural Networks · 2002 · 3.9K citations

Computing, Computer Science, Machine Learning +15

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

Advanced supervised learning in multi-layer perceptrons — From backpropagation to adaptive learning algorithms

Martin Riedmiller · Computer Standards & Interfaces · 1994 · 597 citations

Computing, Computer Science, Artificial Intelligence +12

Numerical implementation of a neural network based material model in finite element analysis

Youssef M. A. Hashash, Soonwook Jung, J. Ghaboussi · International Journal for Numerical Methods in Engineering · 2004 · 312 citations

Engineering, Materials Engineering, Materials Science +17