Evaluation of machine learning method on predicting shear strength of reinforced concrete beams with and without shear reinforcements

This study investigates the application of machine learning (ML) techniques to enhance the accuracy of shear strength prediction in reinforced concrete (RC) beams. Traditional design codes, such as ACI 318-14 and Eurocode 2 (EC2), often provide conservative estimates due to their reliance on empiric...

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Bibliographic Details
Main Author: Ang, Shao Shen
Other Authors: Li Bing
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/181647
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Institution: Nanyang Technological University
Language: English