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Constitutive Analysis of the Deformation Behavior of Al-Mg-Si Alloy Under Various Forming Conditions Using Several Modeling Approaches 期刊论文
MATERIALS, 2025, 卷号: 18, 期号: 5, 页码: 17
作者:  Alzahrani, Bandar;  Abd El-Aty, Ali;  Xu, Yong;  Hou, Yong;  Zhang, Shi-Hong;  Ali, Alamry;  Ahmed, Mohamed M. Z.;  Shokry, Abdallah
收藏  |  浏览/下载：2/0  |  提交时间：2025/04/27
deformation behavior  elevated temperatures  strain rate  physical models  Crystal Plasticity modeling  phenomenological models  
Physics-informed transfer learning model for fatigue life prediction of IN718 alloy 期刊论文
JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T, 2024, 卷号: 32, 页码: 2767-2779
作者:  Chen, Baihan;  Zhang, Jianfeng;  Zhou, Shangcheng;  Zhang, Guangping;  Xu, Fang
收藏  |  浏览/下载：2/0  |  提交时间：2025/04/27
Fatigue life prediction  Transfer learning  Physical information  Hybrid models  
Modelling the Flow Behaviour of Al Alloy Sheets at Elevated Temperatures Using a Modified Zerilli-Armstrong Model and Phenomenological-Based Constitutive Models 期刊论文
MATERIALS, 2024, 卷号: 17, 期号: 7, 页码: 20
作者:  Abd El-Aty, Ali;  Xu, Yong;  Hou, Yong;  Zhang, Shi-Hong;  Ha, Sangyul;  Xia, Liangliang;  Alzahrani, Bandar;  Ali, Alamry;  Ahmed, Mohamed M. Z.;  Shokry, Abdallah
收藏  |  浏览/下载：2/0  |  提交时间：2025/04/27
flow behaviour  modified Zerilli-Armstrong  phenomenological constitutive models  physical-based constitutive models  strain rate  elevated temperatures  
An explainable machine learning model for superalloys creep life prediction coupling with physical metallurgy models and CALPHAD 期刊论文
COMPUTATIONAL MATERIALS SCIENCE, 2023, 卷号: 227, 页码: 11
作者:  Huang, Yuyu;  Liu, Jide;  Zhu, Chongwei;  Wang, Xinguang;  Zhou, Yizhou;  Sun, Xiaofeng;  Li, Jinguo
收藏  |  浏览/下载：10/0  |  提交时间：2024/01/07
Creep life prediction  Explainable machine learning  Physical metallurgy models  CALPHAD