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张瑞阳

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个人信息

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副教授
导师类别：硕士生导师
性别：男
学历：博士研究生
学位：博士

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Contact Information

所属院系：土木工程学院
所属专业：土木工程、 ★人工智能
邮箱 : ryzhang@seu.edu.cn
工作电话 : -

个人简介

Personal Profile

张瑞阳，男，哲学博士，中共党员。美国注册土木工程师。美国马里兰大学土木工程专业博士，美国匹兹堡大学和美国东北大学博士后，现任东南大学土木工程学院副研究员。长期从事基础设施智能防灾减灾与智慧监测运维、可解释性深度学习、物理驱动人工智能理论与方法等。在国际权威期刊上发表SCI论文15篇，参与多项美国国家自然科学基金重大项目，长期担任十多个国际著名期刊审稿人，参加国际学术会议并发表报告十余次，是美国土木工程协会ASCE会员，入选江苏省“双创博士”、南京市留学人员科技创新项目等。

研究方向Research Directions

基础设施智慧防灾与运维,物理驱动人工智能,实时混合仿真

项目情况

研究成果

Journal Publications Under Review

Zhang, R., Chen, Z., Chen, S., Zheng, J., Buyukozturk O., and Sun, H. (2019). “Long short-term memory deep learning for nonlinear structural response prediction.” Earthquake Engineering & Structural Dynamics, (under review).
Zhang, R., Chen, Z., zheng, J., and Sun, H. (2018). “Temporal convolutional neural network (T-CNN) for data-driven seismic response modeling and serviceability assessment of buildings.” Earthquake Engineering & Structural Dynamics, (under review).
Zhang, R., Phillips, B.M., Fernández Cabán, P.L., Masters, F.J. (2018). “Cyber-physical structural optimization using real-time hybrid simulation.” Engineering Structures, (under second review).
Chen, Z., Zhang, R., zheng, J., and Sun, H. (2018). “Hierarchical Bayesian learning for structural damage identification.” Mechanical Systems and Signal Processing, (under review).
Keivan, A., Zhang, R., Phillips, B.M., Ikenaga, M., and Ikago, K. (2018). “Causal rate-independent linear damping for the improved seismic performance of inter-story isolated structures.” Journal of Earthquake Engineering, (under second review).

Journal Publications

Zhang, R., and Phillips, B.M. (2019). “Cyber-physical approach to the optimization of semiactive structural control under multiple earthquake ground motions.” Computer-Aided Civil and Infrastructure Engineering. [Download PDF]
Zhang, R., and Phillips, B.M. (2017). “Artificial specimen damping for substructure real-time hybrid simulation.” Journal of Engineering Mechanics, 143(8), 04017052. DOI:10.1061/(ASCE)EM.1943-7889.0001242. [Download PDF]
Zhang, R., Phillips, B.M., Taniguchi, S., Ikenaga, M., and Ikago, K. (2017). “Shake table real-time hybrid simulation techniques for performance evaluation of high-rise buildings with inter-story isolation.” Structural Control & Health Monitoring, 24(10). DOI:10.1002/stc.1971. [Download PDF]
Zhang, R., Lauenstein, P.V., and Phillips, B.M. (2016). “Real-time hybrid simulation of a shear building with a uni-axial shake table.” Engineering Structures, 119, 217-229. DOI:10.1016/j.engstruct.2016.04.022. [Download PDF]
Zhang, R., and Phillips, B.M. (2015). “Performance and protection of base-isolated structures under blast loading.” Journal of Engineering Mechanics, 142(1), p. 04015063. DOI:10.1061/(ASCE)EM.1943-7889.0000974. [Download PDF]

Conference Proceedings

Zhang, R., and Phillips, B.M. (2018). “Optimal Design of a nonlinear system against multiple excitations using a cyber-physical approach.” Proceedings of the 11th U.S. National Conference on Earthquake Engineering, Los Angeles, California, June 25-June 29.
Zhang, R., Chen, Z., Sun, H., and Stephens, M.T. (2018). “Deep learning enabled structural seismic fragility analysis and resilience assessment.” Proceedings of the 2018 Engineering Mechanics Institute (EMI) Conference, MIT, Cambridge, May 29-June 1.
Sun, H., Mordret A., Uzun M., Chen, Z., Zhang, R., and Buyukozturk, O. (2018). “Data-driven modeling of ambient environmental effect on building’s characteristics.” Proceedings of the 2018 Engineering Mechanics Institute (EMI) Conference, MIT, Cambridge, May 29-June 1.
Zhang, R., Phillips, B.M., Fernández Cabán, P.L., Masters, F.J. (2018). “A cyber-physical framework for structural optimization using real-time hybrid simulation.” Proceedings of the 2018 Engineering Mechanics Institute (EMI) Conference, MIT, Cambridge, May 29-June 1.
Keivan, A., Zhang, R., Phillips, B.M., and Ikago, K. (2017). “Protection of inter-story isolated structures through rate-independent linear damping.” Proceedings of the 3rd Huixian International Forum on Earthquake Engineering for Young Researchers, Illinois, August 11-12.
Zhang, R., Phillips, B.M., Taniguchi, S., Ikenaga, M., and Ikago, K. (2017). “Performance validation of inter-story isolation through shake table real-time hybrid simulation.” Proceedings of the 16th World Conference on Earthquake Engineering, Santiago, Chile, January 9-13.
Zhang, R., Phillips, B.M., Taniguchi, S., Ikenaga, M., and Ikago, K. (2015). “Performance evaluation of high-rise buildings with mid-story isolation through shake table real-time hybrid simulation.” Japan Association of Earthquake Engineering (JAEE) International Symposium on Earthquake Engineering, Tokyo, Japan, November 19-20.
Zhang, R., and Phillips (2015). “Numerical study on the benefits of base isolation for blast loading.” Proc., Joint 6th International Conference on Advances in Experimental Structural Engineering (6AESE) and 11th International Workshop on Advanced Smart Materials and Smart Structures Technology (11ANCRiSST), UIUC, Illinois, August 1-2.
Zhang, R., Lauenstein, P.V., and Phillips, B.M. (2015). “Substructure real-time hybrid simulation with a small-scale uni-axial shake table.” Proc., Joint 6th International Conference on Advances in Experimental Structural Engineering (6AESE) and 11th International Workshop on Advanced Smart Materials and Smart Structures Technology (11ANCRiSST), UIUC, Illinois, August 1-2.

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