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Predicting the Hall-Petch slope of magnesium alloys by machine learning

Hall-Petch slope (k) is an important material parameter, while there is a great challenge to accurately predict the k value of magnesium alloys due to a high dependence of k on the material parameters, deformation history and testing conditions. The present study demonstrates that machine learning c...

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Autors principals: Bo Guan, Chao Chen, Yunchang Xin, Jing Xu, Bo Feng, Xiaoxu Huang, Qing Liu
Format: Artigo
Idioma:Inglês
Publicat: KeAi Communications Co., Ltd. 2024-11-01
Col·lecció:Journal of Magnesium and Alloys
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Accés en línia:http://www.sciencedirect.com/science/article/pii/S2213956723001457
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