Modeling the correlation between texture characteristics and tensile properties of AZ31 magnesium alloy based on the artificial neural networks

• Published in: Journal of materials research and technology Vol. 24; pp. 5286 - 5297
• Main Authors: Zhang, Yibing, Bai, Shengwen, Jiang, Bin, Li, Kun, Dong, Zhihua, Pan, Fusheng
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2023; Elsevier
• Subjects: Artificial neural networks; Magnesium alloy; Tensile properties; Texture characteristics; Texture characteristics; Tensile properties; Magnesium alloy; Artificial neural networks

This work is aimed to investigate the relationship between the texture and tensile properties of the AZ31 Mg alloy by the machine learning method. The texture characteristics parameters, namely the maximum pole intensity (Imax), texture dispersion (D), and texture directivities along the longitudina...