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Title: Learning to fail: Predicting fracture evolution in brittle material models using recurrent graph convolutional neural networks

Authors:
; ; ; ; ; ; ; ; ; ;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1547626
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Computational Materials Science
Additional Journal Information:
Journal Name: Computational Materials Science Journal Volume: 162 Journal Issue: C; Journal ID: ISSN 0927-0256
Publisher:
Elsevier
Country of Publication:
Netherlands
Language:
English

Citation Formats

Schwarzer, Max, Rogan, Bryce, Ruan, Yadong, Song, Zhengming, Lee, Diana Y., Percus, Allon G., Chau, Viet T., Moore, Bryan A., Rougier, Esteban, Viswanathan, Hari S., and Srinivasan, Gowri. Learning to fail: Predicting fracture evolution in brittle material models using recurrent graph convolutional neural networks. Netherlands: N. p., 2019. Web. doi:10.1016/j.commatsci.2019.02.046.
Schwarzer, Max, Rogan, Bryce, Ruan, Yadong, Song, Zhengming, Lee, Diana Y., Percus, Allon G., Chau, Viet T., Moore, Bryan A., Rougier, Esteban, Viswanathan, Hari S., & Srinivasan, Gowri. Learning to fail: Predicting fracture evolution in brittle material models using recurrent graph convolutional neural networks. Netherlands. doi:10.1016/j.commatsci.2019.02.046.
Schwarzer, Max, Rogan, Bryce, Ruan, Yadong, Song, Zhengming, Lee, Diana Y., Percus, Allon G., Chau, Viet T., Moore, Bryan A., Rougier, Esteban, Viswanathan, Hari S., and Srinivasan, Gowri. Wed . "Learning to fail: Predicting fracture evolution in brittle material models using recurrent graph convolutional neural networks". Netherlands. doi:10.1016/j.commatsci.2019.02.046.
@article{osti_1547626,
title = {Learning to fail: Predicting fracture evolution in brittle material models using recurrent graph convolutional neural networks},
author = {Schwarzer, Max and Rogan, Bryce and Ruan, Yadong and Song, Zhengming and Lee, Diana Y. and Percus, Allon G. and Chau, Viet T. and Moore, Bryan A. and Rougier, Esteban and Viswanathan, Hari S. and Srinivasan, Gowri},
abstractNote = {},
doi = {10.1016/j.commatsci.2019.02.046},
journal = {Computational Materials Science},
number = C,
volume = 162,
place = {Netherlands},
year = {2019},
month = {5}
}

Journal Article:
Free Publicly Available Full Text
This content will become publicly available on March 15, 2020
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Cited by: 2 works
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