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Application of artificial neural networks and multiple linear regression on local bond stress equation of UHPC and reinforcing steel bars

We investigated the use of an Artificial Neural Network (ANN) to predict the Local Bond Stress (LBS) between Ultra-High-Performance Concrete (UHPC) and steel bars, in order to evaluate the accuracy of our LBS equation, proposed by Multiple Linear Regression (MLR). The experimental and numerical LBS...

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Detalles Bibliográficos
Autores principales: Amini Pishro, Ahad, Zhang, Shiquan, Huang, Dengshi, Xiong, Feng, Li, WeiYu, Yang, Qihong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8302721/
https://www.ncbi.nlm.nih.gov/pubmed/34302020
http://dx.doi.org/10.1038/s41598-021-94480-2