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What is Predicting Flexural Capacity of UHPC Beams about?

This study develops ensemble learning models to predict the flexural ultimate capacity of reinforced ultra-high-performance concrete (UHPC) beams, utilizing a comprehensive database of 339 specimens from various experimental investigations. The research employs multiple machine learning algorithms, including traditional and advanced models, and evaluates their performance using statistical indicators, highlighting the superior accuracy of the CatBoost model. Additionally, the Shapley additive explanations (

Author

Gabriella Lacerda

Language

EN