Concepedia

Machine learning materials physics: Integrable deep neural networks enable scale bridging by learning free energy functions

Gregory H. Teichert, Anirudh Raju Natarajan, Anton Van der Ven, Krishna Garikipati

Computer Methods in Applied Mechanics and Engineering · 2019 · 112 citations · 32 references

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32

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

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Approximation by superpositions of a sigmoidal function

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

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Free Energy of a Nonuniform System. I. Interfacial Free Energy

John W. Cahn, J. E. Hilliard · The Journal of Chemical Physics · 1958 · 10.3K citations

, , +17

A microscopic theory for antiphase boundary motion and its application to antiphase domain coarsening

Samuel M. Allen, John W. Cahn · Acta Metallurgica · 1979 · 3.7K citations

, , +14

XSEDE: Accelerating Scientific Discovery

John Towns, T.M. Cockerill, Maytal Dahan et al. · Computing in Science & Engineering · 2014 · 3.3K citations · Full text

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