Concepedia

Characterisation of dislocation patterning behaviour with a continuum dislocation dynamics model on two parallel slip planes equipped with a deep neural network resolving local microstructures

Zhengcheng Zhou, Yichao Zhu, Jing Luo, Yang Xiang, Xu Guo

International Journal of Solids and Structures · 2020 · 17 citations · 54 references

References

54

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

A logical calculus of the ideas immanent in nervous activity

Warren S. McCulloch, Walter Pitts · Bulletin of Mathematical Biology · 1943 · 18K citations

Life Sciences, Neurobiology, Neuroscience +8

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

Computing, Computer Science, Machine Learning +5

Approximation capabilities of multilayer feedforward networks

Kurt Hornik · Neural Networks · 1991 · 6.1K citations

Computing, Computer Science, Computer Networks +11

Some geometrical relations in dislocated crystals

J. F. Nye · Acta Metallurgica · 1953 · 2.3K citations

Natural Sciences, Physics, Crystal Structure +7