Neural network-based performance prediction of marine UHPC with coarse aggregates

Neural network-based performance prediction of marine UHPC with coarse aggregates

In order to improve bearing capacity and service life of marine structure using marine UHPC with coarse aggregate (UHPC-CA), it is necessary to reasonably predict the performance of UHPC-CA. The performance of UHPC-CA was predicted in this paper based on five prediction models: multiple linear regre...

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Bibliographic Details
Main Authors: Yunhao Luan, Dongbo Cai, Deming Wang, Changqing Luo, Anni Wang, Chao Wang, Degao Kong, Chaohui Xu, Sining Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Materials
Subjects:
ultra-high performance concrete with coarse aggregate (UHPC-CA)
neural network
prediction model
mechanical properties
long-term durability
Online Access:https://www.frontiersin.org/articles/10.3389/fmats.2025.1550991/full
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https://www.frontiersin.org/articles/10.3389/fmats.2025.1550991/full

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