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Data-Driven Models for Predicting the Shear Strength of Rectangular and Circular Reinforced Concrete Columns
Publisher: ASCE
Abstract: Predicting the shear strength of structural elements subjected to gravity loads and ground motions is an important component of seismic design. Among all primary structural components, the vital role of columns in load ...
Probabilistic Model Based on Bayesian Model Averaging for Predicting the Plastic Hinge Lengths of Reinforced Concrete Columns
Publisher: ASCE
Abstract: A probabilistic model is devised for predicting the plastic hinge lengths (PHLs) of RC columns. Seven existing parametric models are evaluated first using a comprehensive database comprising PHL measurements from 133 RC ...
Data-Driven Approach to Predict the Plastic Hinge Length of Reinforced Concrete Columns and Its Application
Publisher: ASCE
Abstract: Inelastic response of reinforced concrete columns to combined axial and flexural loading is characterized by plastic deformations localized in small regions, which are idealized as plastic hinges. Under extreme events such ...