Shear capacity estimation of reinforced concrete deep beam with vertical bar using artificial neural network and small datasets

In this study, we employ machine learning by applying an artificial neural network (ANN) to predict the shear capacity of simply supported reinforced concrete deep beams from a small dataset. A database of 76 experiments, comprising 13 key parameters, was prepared and used to train and tune various...

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Bibliographic Details

Main Authors:	Senin, Syahrul Fithry, Mohamad Zamri, Nureen Natasya, Rohim, Rohamezan, Yusuff, Amer, Chan, Hun Beng, Marzuki, Nur Ashikin
Format:	Article
Language:	en
Published:	Universiti Teknologi MARA Cawangan Pulau Pinang 2026
Subjects:	Reinforced concrete
Online Access:	https://ir.uitm.edu.my/id/eprint/134110/1/134110.pdf https://ir.uitm.edu.my/id/eprint/134110/ https://uppp.uitm.edu.my/
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