Prediction of CFRP and NSM-Wrapped Composite Column Capacities Using Experimentation and an Ensemble Machine-Learning Approach with SHAP Interpretation

Abstract

AbstractColumn capacity is an essential parameter in structural design, and its accurate determination is critical for a safe load-transfer mechanism in structures. Also, experimental and accurate model-based assessments are critical to the column ...Practical ApplicationsThe global requirement to restore heritage structures and retrofit seismic-resistant buildings has catalyzed the evolution of structural strengthening techniques and their practical applications. This study recommends a review of the ...