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

• Main Authors: Yu, Bo, Zhang, Pengfei, Li, Bing
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2025
• Subjects: Engineering; Shear strength; Enhanced Gaussian process regression
• Online Access: https://hdl.handle.net/10356/182210
• Institution: 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...