Mechanistically informed artificial neural network model for discovering anisotropic path-dependent plasticity of metals
[Display omitted] •A mechanistically informed artificial neural network model was proposed with good interpretability and reliability.•The neural network could fully replace the anisotropic path-dependent elastoplastic constitutive model and heavy multiscale simulations.•The hidden anisotropic yield...
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Published in | Materials & design Vol. 226; p. 111697 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.02.2023
Elsevier |
Subjects | |
Online Access | Get full text |
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