Performance assessment of basalt fibre concrete under freeze-thaw cycles using hybrid long short-term memory models

Performance assessment of basalt fibre concrete under freeze-thaw cycles using hybrid long short-term memory models

In cold regions, freeze-thaw cycles（FTC） significantly degrade the performance of concrete. The synergistic use of different admixtures is an effective anti-freezing method, but traditional testing methods are costly and time-consuming. To optimize current technical approaches, this study proposes a...

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Bibliographic Details
Main Authors: Qingguo Yang, Honghu Wang, Qigui Yi, Liuyuan Zeng, Rui Xiang, Longfei Guan, Jiawei Cheng, Keling Chen, Yunhao Li
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Case Studies in Construction Materials
Subjects:
Freeze-thaw cycles（FTC）
Basalt fiber concrete (BFC)
Long short-term memory (LSTM)
Swarm intelligence optimization algorithm (SIOA)
Performance prediction
Online Access:http://www.sciencedirect.com/science/article/pii/S2214509525007934
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