Machine learning-enabled identification of micromechanical stress and strain hotspots predicted via dislocation density-based crystal plasticity simulations-Reference-Cited by-同舟云学术

Machine learning-enabled identification of micromechanical stress and strain hotspots predicted via dislocation density-based crystal plasticity simulations

Published:2023-07 Issue: Volume:166 Page:103646
ISSN:0749-6419
Container-title:International Journal of Plasticity
language:en
Short-container-title:International Journal of Plasticity

Author:

Eghtesad Adnan^ORCID,Luo Qixiang^ORCID,Shang Shun-Li,Lebensohn Ricardo A.^ORCID,Knezevic Marko,Liu Zi-Kui^ORCID,Beese Allison M.^ORCID

Funder

Los Alamos National Laboratory

National Energy Technology Laboratory

U.S. Department of Energy

Publisher

Elsevier BV

Subject

Mechanical Engineering,Mechanics of Materials,General Materials Science

Reference80 articles.

1. Crystal plasticity finite element simulations using a database of discrete Fourier transforms;Alharbi;Int. J. Plast.,2015

2. A criterion for slip transfer at grain boundaries in Al;Alizadeh;Scr. Mater.,2020

3. Random forests for global sensitivity analysis: a selective review;Antoniadis;Reliab. Eng. Syst. Saf.,2021

4. A study of microstructure-driven strain localizations in two-phase polycrystalline HCP/BCC composites using a multi-scale model;Ardeljan;Int. J. Plast.,2015

5. Accurate Machine Learning In Materials Science Facilitated By Using Diverse Data Sources;Batra,2021

Cited by 9 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. NN-EVP: A physics informed neural network-based elasto-viscoplastic framework for predictions of grain size-aware flow response;International Journal of Plasticity;2024-10

2. Stored energy density solution for TSV-Cu structure deformation under thermal cyclic loading based on PINN;International Journal of Plasticity;2024-08

3. Plastic deformation and fracture of AlMg6/CNT composite: A damage evolution model coupled with a dislocation-based deformation model;Journal of Materials Research and Technology;2024-07

4. Understanding microstructure-property relationships of HPDC Al-Si alloy based on machine learning and crystal plasticity simulation;Advances in Manufacturing;2024-04-06

5. Deep learning based automated fracture identification in material characterization experiments;Advanced Engineering Informatics;2024-04