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Mechanics-Guided Genetic Programming Expression for Shear-Strength Prediction of Squat Reinforced Concrete Walls with Boundary Elements
Publisher: ASCE
Abstract: Squat reinforced concrete shear walls with boundary elements (SRCSW-BE) are used in special structures (e.g., nuclear facilities) to resist lateral seismic loads. However, several studies have demonstrated the inaccuracy ...
Machine Learning–Based Decision Support Framework for Construction Injury Severity Prediction and Risk Mitigation
Publisher: ASCE
Abstract: Construction is a key pillar in the global economy, but it is also an industry that has one of the highest fatality rates. The goal of the current study is to employ machine learning in order to develop a framework based ...
Machine Learning Algorithms for Construction Projects Delay Risk Prediction
Publisher: ASCE
Abstract: Projects delays are among the most pressing challenges faced by the construction sector attributed to the sector’s complexity and its inherent delay risk sources’ interdependence. Machine learning offers an ideal set of ...