Machine-learning assisted compositional optimization of 2xxx series aluminum alloys towards tensile strength

Machine-learning assisted compositional optimization of 2xxx series aluminum alloys towards tensile strength

High-strength 2xxx series aluminum alloys (Al-Cu system) have been favored by the aerospace and railway transportation industries. Traditionally, developing new materials with targeted properties is guided by extensive experiments and expert experience, causing the development process to be dismayin...

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Bibliographic Details
Main Authors: Yingbo Zhang, Pu Zhang, Jiaheng Li, Qi Zeng, Mojia Li, Yunfeng Hu, Yuanhui Peng
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Materials Research Express
Subjects:
2xxx aluminum alloy
compositional optimization
machine learning
mechanical property
Online Access:https://doi.org/10.1088/2053-1591/acb19e

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