左占宣，男，博士，副研究员。毕业于石家庄铁道大学、哈尔滨工业大学，分别获得学士、硕士和博士学位。主要从事建筑（群）抗震韧性评估、强地震动特征与设防及智能防灾等研究。主持国家自然科学基金、国家重点研发计划政府间国际合作重点专项课题、黑龙江省自然科学基金等科研项目6项。发表论文50余篇，其中SCI检索30余篇（以第一/通讯作者发表20余篇），获得发明专利3项，参与出版学术专著一本，入选黑龙江省第二批高层次人才，中国土木工程学会城市工程抗灾韧性分会理事，黑龙江大学兼职研究生导师。

联系方式：

地址：黑龙江省哈尔滨市学府路29号

邮箱：zuozhanxuan@sina.com，zuozx@iem.ac.cn

主要研究领域：

城市抗震韧性评估方法与提升

强地震动特征及对结构地震响应影响

非结构构件抗震性能及设计谱

AI驱动灾害预测与智能防灾减灾

指导（含协助指导）毕业生去向：

邹晓霖（2021-2024，硕士期间发表SCI论文2篇）：澳门大学全奖读博；

张孔（2022-2025，硕士期间发表SCI论文1篇）：天津大学读博；

梁新伟（2023-至今，硕士期间发表SCI论文2篇）

承担项目：

1 国家自然科学基金青年项目，考虑竖向地震作用时RC框架结构倒塌机制及抗倒塌能力评估方法研究（51708523），负责人

2 国家重点研发计划政府间国际科技创新合作重点专项课题，室内吊顶抗震性能评估及可恢复技术研究（2019YFE0115703），负责人

3 黑龙江省自然基金，极罕遇地震作用下考虑水平和竖向地震作用的结构抗倒塌能力研究（LH2019E097），负责人

4中央级公益性科研院所基本科研业务费专项，基于抗倒塌能力谱的结构抗倒塌设计及评估简化方法研究（2017B17），负责人

5 黑龙江省博士后科研启动经费，结构抗震韧性评估与提升研究，负责人

6 中央级公益性科研院所基本科研业务费专项，地震动持时对RC框架结构反应影响定量研究（2023B03），负责人

7 国家自然科学基金面上项目，考虑液-固耦合效应的海上风力发电塔子结构混合试验研究 （51878630），参与

8 国家自然科学基金面上项目，强震作用下填充墙RC框架结构有元数值模拟及协同工作研究（51078117），参与

代表性论文：

1. Jia J, Gong M S, Zuo Z X, et al. Strength reduction factor prediction model for non-structural components based on ensemble algorithm with Bayesian optimization. STRUCTURES. 2026, 84.

2. Liang X W, Zuo Z X, Gong M S, et al. Assessment of vertical peak floor acceleration demands for RC frames under seismic excitation[J]. STRUCTURES. 2025, 82.

3. Jia J, Gong M S, Zuo Z X, et al. Generating elastic floor response spectra using ensemble learning methods with whale optimization algorithm[J]. STRUCTURES. 2025, 82.

4. Gong M S, Liang X W, Zuo Z X. Effect of the infill walls on vertical peak floor acceleration demands of RC frames under seismic excitation[J]. ENGINEERING STRUCTURES. 2025, 343.

5. Deng M Y, Li S, Zuo Z X, et al. A framework for calibrating simplified story shear model of masonry structure considering the coupling effect of bidirectional loading[J]. JOURNAL OF BUILDING ENGINEERING. 2025, 111.

6. Jia J, Gong M S, Zuo Z X, et al. Real-time structural seismic time history response prediction based on physics-informed deep learning[J]. JOURNAL OF BUILDING ENGINEERING. 2025, 108.

7. Zhao Y N, Gong M S, Zuo Z X, et al. Influence of ground-motion duration on constant ductility response spectra considering various hysteretic models[J]. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING. 2025, 195.

8. Zhang K, Zuo Z X, Gong M S, et al. The influence of forward-directivity pulse-like ground motion orientation angles on structural collapse capacity[J]. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING. 2025, 191.

9. Jia J, Gong M S, Zuo Z X, et al. A novel deep learning-based method for generating floor response spectra of building structures[J]. ENGINEERING STRUCTURES. 2025, 322.

10. Zou X L, Gong M S, Zuo Z X. An efficient method based on shear models for structural seismic response prediction considering hysteretic characteristics[J]. BULLETIN OF EARTHQUAKE ENGINEERING. 2024, 22(13): 6607-6642.

11. Zou X L, Gong M S, Zuo Z X, et al. An efficient framework for structural seismic collapse capacity assessment based on an equivalent SDOF system[J]. ENGINEERING STRUCTURES. 2024, 300.

12. Zhao Y N, Gong M S, Tan J Y, et al. New ground-motion prediction equations for significant duration of subduction intraslab and interface earthquakes in Japan[J]. BULLETIN OF EARTHQUAKE ENGINEERING. 2023, 21(12): 5375-5401.

13. Zuo Z X, Gong M S, Wang K Y, et al. Shaking table test of an RC frame considering horizontal and vertical ground motions[J]. BULLETIN OF EARTHQUAKE ENGINEERING. 2023, 21(12): 5525-5544.

14. Gong M S, Zhao Y N, Zuo Z X, et al. New ground-motion prediction equations for significant duration of shallow crustal and upper mantle earthquakes in Japan and intra-event spatial correlation[J]. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING. 2023, 171.

15. Gong M S, Liu B, Zuo Z X, et al. The Influence of the Flexural Strength Ratio of Columns to Beams on the Collapse Capacity of RC Frame Structures[J]. BUILDINGS. 2022, 12(8).

16. Li C H, Zeng H Y, Zuo Z X, et al. Pulse Period Identification Method for Pulse-Like Ground Motions Oriented to Structural Maximum Inelastic Response[J]. BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA. 2022, 112(4): 2031-2048.

17. Zuo Z X, He Y T, Li S. Rational Use of Idealized Shear-Building Models to Approximate Actual Buildings[J]. BUILDINGS. 2022, 12(3).

18. Zuo Z X, Gong M S, Sun J, et al. Seismic performance of RC frames with different column-to-beam flexural strength ratios under the excitation of pulse-like and non-pulse-like ground motion[J]. BULLETIN OF EARTHQUAKE ENGINEERING. 2021, 19(12): 5139-5159.

19. Gong M S, Zuo Z X, Sun J, et al. Influence of the column-to-beam flexural strength ratio on the failure mode of beam-column connections in RC frames[J]. EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION. 2021, 20(2): 441-452.

20. Li C H, Xue G F, Zuo Z X. Smooth Acceleration Spectra for Pulse-Like Ground Motions[J]. BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA. 2020, 110(6): 2755-2765.

21. Zhao Y N, Gong M S, Zuo Z X, et al. Bayesian estimation approach based on modified SCAM algorithm and its application in structural damage identification[J]. STRUCTURAL CONTROL & HEALTH MONITORING. 2021, 28(1).

22. Li C H, Zuo Z X, Kunnath S, et al. Orientation of the strongest velocity pulses and the maximum structural response to pulse-like ground motions[J]. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING. 2020, 136.

23. Li C H, Kunnath S, Zuo Z X, et al. Effects of early-arriving pulse-like ground motions on seismic demands in RC frame structures[J]. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING. 2020, 130.

24. Gong M S, Zuo Z X, Wang X M, et al. Comparing seismic performances of pilotis and bare RC frame structures by shaking table tests[J]. ENGINEERING STRUCTURES. 2019, 199.

25. Zuo Z X, Li S. Discussion of "Experimental Investigation of Seismic Uncertainty Propagation through Shake Table Tests" by Peng Deng, Shiling Pei, John W. van de Lindt, and Chao Zhang[J]. JOURNAL OF STRUCTURAL ENGINEERING. 2019, 145(2).

26. Shan B H, Yuan W T, Wang H, et al. A parallel stereovision method used for monitoring the collapse of a three-story frame model subjected to seismic loading[J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS. 2018, 14(9).

27. Shan B H, Yuan W T, Wang H, et al. Stereovision monitoring for entire collapse of a three-story frame model under earthquake excitation[J]. STRUCTURAL CONTROL & HEALTH MONITORING. 2018, 25(6).

28. Li S, Zuo Z X, Zhai C H, et al. Comparison of static pushover and dynamic analyses using RC building shaking table experiment[J]. ENGINEERING STRUCTURES. 2017, 136: 430-440.

29. Li S, Zuo Z X, Zhai C H, et al. Shaking table test on the collapse process of a three-story reinforced concrete frame structure[J]. ENGINEERING STRUCTURES. 2016, 118: 156-166.

30. Zuo Z X, Li S, Zhai C H, et al. Optimal Lumped Mass Matrices by Minimization of Modal Errors for Beam Elements[J]. JOURNAL OF VIBRATION AND ACOUSTICS-TRANSACTIONS OF THE ASME. 2014, 136(2).

31. 杨郁昂，公茂盛，左占宣. 地震动持时对单自由度体系损伤谱影响研究[J]. 地震工程与工程振动. 2025, 45(05): 110-120.

32. 谢国雄，公茂盛，左占宣. 地震动持时对砌体结构地震响应影响研究[J]. 防灾减灾工程学报. 2025, 45(05): 1222-1232.

33. 高铭宇，公茂盛，左占宣，等. 基于深度神经网络的竖向地震动加速度反应谱预测模型[J]. 世界地震工程. 2025, 41(04): 106-117.

34. 陆洪诚，公茂盛，左占宣，等. 地震动持时对结构倒塌能力谱影响研究[J]. 低温建筑技术. 2025, 47(08): 106-110.

35. 崔铭钊，公茂盛，左占宣，等. 基于Light-GBM算法的地震动显著持时预测模型[J]. 振动与冲击. 2025, 44(16): 185-192.

36. 公茂盛，左占宣，赵一男，等. 地震动持时对工程结构地震反应影响研究进展世界地震工程. 2023, 39(03): 142-153.

37. 王坤阳，公茂盛，左占宣. 基于贝叶斯理论嵌套抽样的结构物理参数识别研究[J]. 振动与冲击. 2022, 41(07): 74-80.

38. 杨永强，杨耀鑫，杨游，等. 基于地震观测数据的结构损伤水平表征参数研究[J]. 地震工程与工程振动. 2022, 42(02): 42-51.

39. 左占宣，公茂盛，张浩. 极罕遇地震作用下RC框架结构抗震性能研究[J]. 地震工程与工程振动. 2021, 41(04): 81-89.

40. 刘洋，公茂盛，左占宣. 轴压比对RC框架柱抗震性能影响研究[C]. 第五届土木与环节工程国际会议. 中国湖北武汉: 2021.

41. 沈召义，公茂盛，左占宣，等. RC框架结构梁柱节点抗震性能试验研究[C]. 第五届能源、环境与自然资源国际会. 中国湖北武汉: 2021.

42. 赵一男，公茂盛，左占宣，等. 基于改进SCAM算法的结构物理参数识别贝叶斯方法[J]. 振动与冲击. 2021, 40(06): 121-126.

43. 左占宣，李爽，翟长海，等. 结构周期延长对倒塌分析中地震动强度指标选择的影响[J]. 建筑结构学报. 2019, 40(05): 141-148.

44. 胡进军，左占宣，吴旺成，等. 基于烈度指标的核电厂地震预警停堆参数研究[J]. 地震工程学报. 2019, 41(01): 189-194.

45. 单宝华，王海，袁文厅，等. 地震动作用下三层框架模型倒塌的平行双目视觉监测[J]. 振动与冲击. 2018, 37(12): 48-52.

46. 左占宣，李爽，翟长海，等. 建立基于力的变截面梁单元质量矩阵的新方法[J]. 计算力学学报. 2013, 30(05): 744-748.

专利、专著与软件著作权：

1. 左占宣, 李爽, 胡进军, 谢礼立. 一种便于震后快速修护的装配式RC结构梁柱连接节点. 发明专利：ZL201710667088.6

2. 公茂盛, 周宝峰, 左占宣, 建筑结构强震观测记录分析与应用. 地震工程出版社, 2021. 书号：ISBN 978-7-5028-5381-5

3. 软件名称：基于智能优化算法的结构滞回模型参数识别软件V1.0. 登记号: 2023SR1195119