Knowledge extraction and transfer in data-driven fracture mechanics

• Main Authors: Liu, Xing, Athanasiou, Christos E., Padture, Nitin P., Sheldon, Brian W., Gao, Huajian
• 其他作者: School of Mechanical and Aerospace Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Mechanical engineering; Fracture Mechanics; Fracture Toughness
• 在線閱讀: https://hdl.handle.net/10356/159608

Data-driven approaches promise to usher in a new phase of development in fracture mechanics, but very little is currently known about how data-driven knowledge extraction and transfer can be accomplished in this field. As in many other fields, data scarcity presents a major challenge for knowledge e...