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ZHANG Xin,ZHENG Shansuo,LI Chenglong,et al.Machine learning-based prediction models for peak characteristic parameters of circular-section corroded stirrup-confined concrete[J].Journal of Civil and Environmental Engineering,

张欣,郑山锁,李成龙等.基于机器学习的圆形截面锈蚀箍筋约束混凝土峰值特征参数预测模型[J].土木与环境工程学报, DOI：10.11835/j.issn.2096-6717.2026.056.

ZHANG Xin,ZHENG Shansuo,LI Chenglong,et al.Machine learning-based prediction models for peak characteristic parameters of circular-section corroded stirrup-confined concrete[J].Journal of Civil and Environmental Engineering, DOI：10.11835/j.issn.2096-6717.2026.056.