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On establishment of novel constitutive model for directionally solidified nickel-based superalloys utilizing machine learning methods

Jia-yan Sun Rong Yin Ye-yuan Hu Yun-xiang Tan Qing-yan Xu

中国铸造2023，Vol.20Issue(5)：365-375,11.

中国铸造2023，Vol.20Issue(5)：365-375,11.DOI:10.1007/s41230-023-3028-z

On establishment of novel constitutive model for directionally solidified nickel-based superalloys utilizing machine learning methods

Jia-yan Sun ¹Rong Yin ²Ye-yuan Hu ¹Yun-xiang Tan ¹Qing-yan Xu¹

作者信息

1. Key Laboratory for Advanced Materials Processing Technology(MOE),School of Materials Science and Engineering,Tsinghua University,Beijing 100084,China
2. Xiaomi AI Lab,Beijing,100102,China
折叠

摘要

关键词

Ni-based superalloy/constitutive model/machine learning/directional solidification/anisotropy

Key words

Ni-based superalloy/constitutive model/machine learning/directional solidification/anisotropy

分类

矿业与冶金

引用本文复制引用

Jia-yan Sun,Rong Yin,Ye-yuan Hu,Yun-xiang Tan,Qing-yan Xu..On establishment of novel constitutive model for directionally solidified nickel-based superalloys utilizing machine learning methods[J].中国铸造,2023,20(5):365-375,11.

基金项目

This work was supported by the National Science and Technology Major Project(2017-Ⅶ-0008-0101). （2017-Ⅶ-0008-0101）

中国铸造

OACSCDCSTPCDEI

ISSN：1672-6421

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