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

Published in:	Case Studies in Construction Materials
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
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