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Estimation of Texture-Dependent Stress-Strain Curve and <i>r</i>-Value of Aluminum Alloy Sheet Using Deep Learning

Description/Abstract:

Deformation of an aluminum alloy sheet which is affected by its underlying crystallographic texture has been widely studied using crystal...

Keyword:

crystallite orientation, deep learning, flow stress, numerical analysis, tension test, and texture

Resource Type:

Article

Author:

Kohta Koenuma, Akinori Yamanaka, Ikumu Watanabe, and Toshihiko Kuwabara

Date Uploaded:

02/03/2023
Multiscale characterization of a polycrystalline aggregate subjected to severe plastic deformation with the finite element method

Description/Abstract:

The heterogeneous deformation of a polycrystalline aggregate under severe plastic deformation was reproduced with finite element analysis...

Keyword:

crystal plasticity, finite element analysis, severe plastic deformation, and texture

Resource Type:

Article

Author:

Ikumu Watanabe and Daigo Setoyama

Date Uploaded:

28/02/2023