Deep learning accelerates the development of Ni-based single crystal superalloys: A physical-constrained neural network for creep rupture life prediction

Author:

Yang Fan,Zhao Wenyue,Ru Yi,Pei Yanling,Li Shusuo,Gong Shengkai,Xu Huibin

Publisher

Elsevier BV

Subject

Mechanical Engineering,Mechanics of Materials,General Materials Science

Reference79 articles.

1. R.C. Reed, The superalloys: Fundamentals and applications, (2006).

2. Alloys-by-design: application to nickel-based single crystal superalloys;Reed;Acta Mater.,2009

3. B. Jca, B. Jc, A. Qw, A. Yw, B. Ql, B. Cx, A. Sl, A. Yw, A.J.A.M. Xh, Enhanced creep resistance induced by minor Ti additions to a second generation nickel-based single crystal superalloy, 232.

4. Predicting long-term creep-rupture property of Inconel 740 and 740H;Dang;Mater. High Temp.,2016

5. A model for the creep deformation behaviour of single-crystal superalloy CMSX-4;Ma;Acta Mater.,2008

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