Prediction and optimization of tensile properties of 2219-T8 aluminum alloy TIG welding joint by machine learning

The tensile properties of 2219-T8 aluminum alloy TIG welding joint were significantly affected by the microstructure, local mechanical properties and weld geometry. This paper proposed a machine learning model to predict and optimize the tensile properties of 2219-T8 aluminum alloy TIG welding joint...

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Bibliographic Details

Published in:	Materials & Design
Main Authors:	Zhandong Wan, Zongli Yi, Yue Zhao, Sicong Zhang, Quan Li, Jian Lin, Aiping Wu
Format:	Article
Language:	English
Published:	Elsevier 2024-09-01
Subjects:	2219-T8 aluminum alloy TIG welding Machine learning Tensile properties Kriging model
Online Access:	http://www.sciencedirect.com/science/article/pii/S026412752400649X