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Support vector regression model for the prediction of buildings' maximum seismic response based on real monitoring data.

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第一作者： Dongwang,Tao

第一单位： Key Laboratory of Earthquake Engineering and Engineering Vibration, Institute of Engineering Mechanics, Earthquake Administration, Harbin, 150080, China. taodongwang@iem.ac.cn.;Key Laboratory of Earthquake Disaster Mitigation, Ministry of Emergency Management, Harbin, 150080, China. taodongwang@iem.ac.cn.

作者： Dongwang,Tao ^[1] ; Shizhe,Fang ^[2] ; Haixu,Liu ^[3] ; Jianqi,Lu ^[2] ; Jiang,Wang ^[2] ; Qiang,Ma ^[2]

作者单位： Key Laboratory of Earthquake Engineering and Engineering Vibration, Institute of Engineering Mechanics, Earthquake Administration, Harbin, 150080, China. taodongwang@iem.ac.cn.;Key Laboratory of Earthquake Disaster Mitigation, Ministry of Emergency Management, Harbin, 150080, China. taodongwang@iem.ac.cn. ^[1] Key Laboratory of Earthquake Engineering and Engineering Vibration, Institute of Engineering Mechanics, Earthquake Administration, Harbin, 150080, China.;Key Laboratory of Earthquake Disaster Mitigation, Ministry of Emergency Management, Harbin, 150080, China. ^[2] Longjian Science and Industry (Heilongjiang) Co., Ltd, Harbin, 150300, China. ^[3]

关键词 Engineering demand parameters Intensity measure Maximum drift ratio Structural response Support vector regression

DOI 10.1038/s41598-024-81705-3

PMID 39622965

发布时间 2024-12-05

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