Prediction of Mechanical Behaviours of FRP-Confined Circular Concrete Columns Using Artificial Neural Network and Support Vector Regression: Modelling and Performance Evaluation

Prediction of Mechanical Behaviours of FRP-Confined Circular Concrete Columns Using Artificial Neural Network and Support Vector Regression: Modelling and Performance Evaluation

The prediction and control of the mechanical behaviours of fibre-reinforced polymer (FRP)-confined circular concrete columns subjected to axial loading are directly related to the safety of the structures. One challenge in building a mechanical model is understanding the complex relationship between...

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Bibliographic Details
Main Authors: Pang Chen, Hui Wang, Shaojun Cao, Xueyuan Lv
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Materials
Subjects:
FRP-confined circular concrete columns
artificial neural network
support vector regression
mechanical behaviours
Online Access:https://www.mdpi.com/1996-1944/15/14/4971

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