Knowledge extraction and transfer in data-driven fracture mechanics

• المؤلفون الرئيسيون: Liu, Xing, Athanasiou, Christos E., Padture, Nitin P., Sheldon, Brian W., Gao, Huajian
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Mechanical engineering; Fracture Mechanics; Fracture Toughness
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/159608
• المؤسسة: Nanyang Technological University

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...