Predicting shear strength of corroded RC columns: a probabilistic model with enhanced Gaussian Process Regression

• المؤلفون الرئيسيون: Yu, Bo, Zhang, Pengfei, Li, Bing
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2025
• الموضوعات: Engineering; Shear strength; Enhanced Gaussian process regression
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/182210
• المؤسسة: Nanyang Technological University

This study proposes a new probabilistic model for predicting the shear strength of corroded reinforced concrete (RC) columns. The probabilistic model addresses limitations of traditional methods by combining mechanical understanding with enhanced Gaussian Process Regression (GPR). A novel mean funct...