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Learning material law from displacement fields by artificial neural network

Authors :
Yang, Hang
Xiang, Qian
Tang, Shan
Guo, Xu
Source :
Theoretical and Applied Mechanics Letters; March 2020, Vol. 10 Issue: 3 p202-206, 5p
Publication Year :
2020

Abstract

•Material law is learned from experimentally measured displacement fields.•Artificial neural network is used to describe material laws.•Method can be used at finite strains.

Details

Language :
English
ISSN :
20950349
Volume :
10
Issue :
3
Database :
Supplemental Index
Journal :
Theoretical and Applied Mechanics Letters
Publication Type :
Periodical
Accession number :
ejs54356444
Full Text :
https://doi.org/10.1016/j.taml.2020.01.038