A data-driven approach for modeling tension–compression asymmetric material behavior: numerical simu...
A data-driven approach for modeling tension–compression asymmetric material behavior: numerical simulation and experiment
About this item
Full title
Author / Creator
Qiu, Hai , Yang, Hang , Elkhodary, Khalil l. , Tang, Shan , Guo, Xu and Huang, Jinhao
Publisher
Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title
Language
English
Formats
Publication information
Publisher
Berlin/Heidelberg: Springer Berlin Heidelberg
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More information
Scope and Contents
Contents
In this paper, a direct data-driven approach for the modeling of isotropic, tension–compression asymmetric, elasto-plastic materials is proposed. Our approach bypasses the conventional construction of explicit mathematical function-based elasto-plastic models, and the need for parameter-fitting. In it, stress update is driven directly by a set of s...
Alternative Titles
Full title
A data-driven approach for modeling tension–compression asymmetric material behavior: numerical simulation and experiment
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_proquest_journals_2624035655
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2624035655
Other Identifiers
ISSN
0178-7675
E-ISSN
1432-0924
DOI
10.1007/s00466-021-02094-2
