Learning to Predict Crystal Plasticity at the Nanoscale: Deep Residual Networks and Size Effects in Uniaxial Compression Discrete Dislocation Simulations.

Yang, Zijiang; Papanikolaou, Stefanos; Reid, Andrew C E; Liao, Wei-Keng; Choudhary, Alok N; Campbell, Carelyn; Agrawal, Ankit

Yang, Zijiang; Papanikolaou, Stefanos; Reid, Andrew C E; Liao, Wei-Keng; Choudhary, Alok N; Campbell, Carelyn; Agrawal, Ankit.

Afiliação

Yang Z; Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA.
Papanikolaou S; Department of Mechanical & Aerospace Engineering, West Virginia University, Morgantown, USA.
Reid ACE; Center for Theoretical and Computational Materials Science, National Institute of Standards and Technology, Gaithersburg, USA.
Liao WK; Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA.
Choudhary AN; Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA.
Campbell C; Center for Theoretical and Computational Materials Science, National Institute of Standards and Technology, Gaithersburg, USA.
Agrawal A; Department of Electrical and Computer Engineering, Northwestern University, Evanston, USA. ankitag@eecs.northwestern.edu.

Sci Rep ; 10(1): 8262, 2020 May 19.

Article em En | MEDLINE | ID: mdl-32427971

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Sci Rep Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Estados Unidos

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