Prediction of Shear Strength of Steel Fiber-Reinforced Concrete Beams with Stirrups Using Hybrid Machine Learning and Deep Learning Models

Prediction of Shear Strength of Steel Fiber-Reinforced Concrete Beams with Stirrups Using Hybrid Machine Learning and Deep Learning Models

The shear behavior of beams cast with steel fiber reinforced concrete and provided with stirrups is a complex phenomenon that depends on various factors. In the present research effort, a hybrid support vector regression model combined with a particle swarm optimization algorithm is provided, to exp...

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Bibliographic Details
Main Authors: B. R. Kavya, A. S. Shrikanth, K. S. Sreekeshava
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Buildings
Subjects:
shear strength
steel fiber reinforced concrete
support vector regression
swarm particle optimization
artificial neural network
convolutional neural network
Online Access:https://www.mdpi.com/2075-5309/15/8/1265
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