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个人信息Personal Information
教授
博士生导师
硕士生导师
性别：男
毕业院校：大连理工大学
学位：博士
所在单位：土木工程系
学科：结构工程. 岩土工程
办公地点：结构工程研究所207室
电子邮箱：jiajq@dlut.edu.cn
扫描关注
Machine learning-based surrogate resilience modeling for preliminary seismic design
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发表时间：2024-11-16
发表刊物：Journal of Building Engineering
卷号：98
ISSN号：2352-7102
关键字：Adversarial machine learning; Architectural design; Contrastive Learning; Early decision; Interpretability; Lateral force resisting system; Machine-learning; Model interpretability; Nearest neighbor search; Preliminary seismic design; Random forests; Resilience assessment; Resilience model; Support vector regression; Surrogate modeling; Surrogate resilience modeling; Trees (mathematics)