Associate Professor

2012 ETH Zurich, Dr. sc. ETH Zurich

2005 Shanghai Jiao Tong University, Master Degree

2002 Shanghai Jiao Tong University, Bachelor Degree (Civil Engineering, Applied Mathematics)

Call for papers (Journal - Reliability Engineering & System Safety): AI-empowered reliability, resilience and sustainability analysis for geotechnical and underground engineering 

Pan Y, Li L, Qin J, Chen J-J, Gardoni P. Unmanned aerial vehicle–human collaboration route planning for intelligent infrastructure inspection. Computer-Aided Civil and Infrastructure Engineering. 2024. （人机协同）

Pan Y, Qin J, Zhang L, Pan W, Chen J-J. A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation. Computer-Aided Civil and Infrastructure Engineering. 2024; 39(5): 656-678 (Featured Cover Paper) （深度强化学习、健康监测）

Pan Y, Qin J, Hou Y, Chen J-J. Two-stage support vector machine-enabled deep excavation settlement prediction considering class imbalance and multi-source uncertainties. Reliability Engineering & System Safety. 2024; 241: 109578. （支持向量机、数据不平衡）

Li L, Qin J, Pan Y, Xu J, Faber MH. A trustworthy intelligent offshore wind turbine fatigue crack propagation prediction framework from the probabilistic perspective. Ocean Engineering. 2024;314:119739. （海上风机疲劳、演化概率预测）

Wang Y, Zhu S, Wang B, Qin J, Qin G. Structural health monitoring of oil and gas pipelines: Developments, applications and future directions. Ocean Engineering. 2024;308:118293. （油气管道、健康监测）

Yang Y, Qin J. What are the appropriate target safety level and corresponding partial load safety factor for bolted joints on wind turbine tower frame?. Ocean Engineering. 2024;301:117493. （海上风机可靠性）

Pan Y, Shen Y, Qin J, Zhang L. Deep reinforcement learning for multi-objective optimization in BIM-based green building design. Automation in Construction. 2024. （深度强化学习、BIM）

Zhang W-H, Qin J, Lu D-G, Liu M, Faber MH. Optimizing utilization strategy of real-time SHM information for structural integrity management based on preposterior decision analysis. Ocean Engineering. 2024;297:117044. （信息价值、健康监测）

Pan Y, Qin J. A novel probabilistic modeling framework for wind speed with highlight of extremes under data discrepancy and uncertainty. Applied Energy. 2022; 326: 119938. （极端灾害）

Zhang W-H, Qin J, Lu D-G, Liu M, Faber MH. Quantifying the value of structural health monitoring information with measurement bias impacts in the framework of dynamic Bayesian Network. Mechanical Systems and Signal Processing. 2023;187:109916.（信息价值、健康监测）

Liu M, Qin J, Lu D-G, Zhang W-H, Zhu J-S, Faber MH. Towards resilience of offshore wind farms: A framework and application to asset integrity management. Applied Energy. 2022;322:119429. （海上风电场韧性）

Zhang W-H, Qin J, Lu D-G, Liu M, Faber MH. VoI analysis of temporally continuous SHM information in the context of adaptive risk-based inspection planning. Structural Safety. 2022;99:102258.（信息价值、健康监测）

Qin J. Evolving probabilistic modeling for long-term significant wave heights with a focus on extremes. Renewable Energy. 2022;187:362-370. （极端灾害）

Qin J. Preposterior Analysis Considering Uncertainties and Dependencies of Information Relevant to Structural Performance. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 2022;8(1):04021085. （贝叶斯、信息不确定性）

Ali K, Qin J, Faber MH. On information modeling in structural integrity management. Structural Health Monitoring. 2022;21(1):59-71.（信息不确定性）

Qin J. Probabilistic modeling of random variables with inconsistent data. Applied Mathematical Modelling. 2019;73:401-11. (Featured Article) （极端灾害）

Nielsen L, Glavind ST, Qin J, Faber MH. Faith and fakes – dealing with critical information in decision analysis. Civil Engineering and Environmental Systems. 2019;36(1):32-54. (Inaugural Best Paper Award，年度唯一)（信息不确定性）

Qin J. Information-dependent seismic reliability assessment of bridge networks based on a correlation model. Engineering Structures. 2018;176:314-23. （复杂网络抗震）

Qin J, Zheng M. New York City taxi trips: dynamic networks following inconsistent power law. International Journal of Modern Physics C. 2017;28(7):1-19. （复杂网络）

Qin J, Faber MH. Risk Management of Large RC Structures within Spatial Information System. Computer-Aided Civil and Infrastructure Engineering. 2012;27(6):385-405. (Hojjat Adeli Award，年度唯一，也是第一个美国之外的获奖者) （信息系统、海上桥梁）