A novel method of multiaxial fatigue life prediction based on deep learning
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Title
A novel method of multiaxial fatigue life prediction based on deep learning
Authors
Keywords
Multiaxial fatigue, Life prediction, Deep learning, Loading path
Journal
INTERNATIONAL JOURNAL OF FATIGUE
Volume 151, Issue -, Pages 106356
Publisher
Elsevier BV
Online
2021-06-17
DOI
10.1016/j.ijfatigue.2021.106356
References
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- (2007) Guozheng Kang et al. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
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