Strength prediction and failure mode classification for SRC shear beams using GA-BP ANN method

For the steel reinforced concrete (SRC) beam, accurately predicting its shear behavior can be quite challenging. Considering the advantages of machine-learning (ML) approaches, the back-propagation (BP) artificial neural network (ANN) method combined with genetic algorithm (GA) was employed to the p...

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Bibliographic Details
Main Authors: Gangfeng Yao, Bingyi Li
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Case Studies in Construction Materials
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S221450952500052X
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