Loading rate and mineralogical controls on tensile strength of rocks: a machine learning view

• المؤلفون الرئيسيون: Tie, Jiahao, Meng, Wenzhao, Wei, Mingdong, Wu, Wei
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Civil engineering; Tensile Strength; Loading Rate
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/170052
• المؤسسة: Nanyang Technological University

Machine learning models show the effects of loading rate and mineralogical composition on rock tensile strength. Difference between the indirect and direct tensile strengths becomes larger with a higher loading rate. Training with dissimilar mineralogical compositions reduces prediction reliability...