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Journal of Earthquake Engineering Volume 25, 2021 - Issue 1
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Original Articles

Efficient Uncertainty Quantification of Wharf Structures under Seismic Scenarios Using Gaussian Process Surrogate Model

Lei Sua School of Civil Engineering, Qingdao University of Technology, Qingdao, ChinaView further author information
,
Hua-Ping Wanb Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong, ChinaCorrespondence[email protected]
View further author information
,
You Dongb Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong, ChinaView further author information
,
Dan M. Frangopolc Department of Civil and Environmental Engineering, ATLSS Engineering Research Center, Lehigh University, Bethlehem, Pennsylvania, USAView further author information
&
Xian-Zhang Linga School of Civil Engineering, Qingdao University of Technology, Qingdao, ChinaView further author information
Pages 117-138 | Received 02 May 2018, Accepted 27 Jul 2018, Published online: 29 Aug 2018

Citations (17)

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Hangjun Liu, Song Yang, Yuantao He, Mingyang Zhang, Guojun Zhao, Zhensheng Cao & Xin Ruan. (2023) Predictive control using a hybrid data-based artificial neural network model: a case study on the construction of massive concrete structures. Structure and Infrastructure Engineering 19:10, pages 1391-1406.
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Xiaoyu Zhang, Jia Chen, Yang Wu, Liang Tang & Xianzhang Ling. (2022) Predicting the Maximum Seismic Response of the Soil-Pile-Superstructure System Using Random Forests. Journal of Earthquake Engineering 26:15, pages 8120-8141.
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Zhi-Ren Feng, Lei Su, Hua-Ping Wan, Yaozhi Luo, Xian-Zhang Ling & Xu-Hao Wang. (2019) Three-dimensional finite element modelling for seismic response analysis of pile-supported bridges. Structure and Infrastructure Engineering 15:12, pages 1583-1596.
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Articles from other publishers (14)

Kai Zhou, Zequn Wang, Qingbin Gao, Sichen Yuan & Jiong Tang. (2023) Recent advances in uncertainty quantification in structural response characterization and system identification. Probabilistic Engineering Mechanics 74, pages 103507.
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Satwik Pankajkumar Rayjada, Meera Raghunandan & Jayadipta Ghosh. (2023) Machine learning-based RC beam-column model parameter estimation and uncertainty quantification for seismic fragility assessment. Engineering Structures 278, pages 115111.
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Lei Su, Xiaoyu Zhang, Libo Xie, Peng Zhang, Anqi Zhang, Zhijian Qiu & Xianzhang Ling. (2022) Response characteristic of crane-wharf interaction system: Numerical simulation and global sensitivity analysis. Ocean Engineering 266, pages 113011.
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Zihan Wu, Travis B. Fillmore, Manuel A. Vega, Zhen Hu & Michael D. Todd. (2022) Diagnostics and prognostics of multi-mode failure scenarios in miter gates using multiple data sources and a dynamic Bayesian network. Structural and Multidisciplinary Optimization 65:9.
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Suzana Ereiz, Ivan Duvnjak & Javier Fernando Jiménez-Alonso. (2022) Review of finite element model updating methods for structural applications. Structures 41, pages 684-723.
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He Zhang & Yuhui Zhou. (2022) AI-based modeling and data-driven identification of moving load on continuous beams. Fundamental Research.
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Liang Tang, Yi Zhang, Zheng Zhang, Wanting Zhang & Xianzhang Ling. 2022. Proceedings of the 4th International Conference on Performance Based Design in Earthquake Geotechnical Engineering (Beijing 2022). Proceedings of the 4th International Conference on Performance Based Design in Earthquake Geotechnical Engineering (Beijing 2022) 818 825 .
Xiaoyu Zhang, Lei Su, Peng Zhang, Liang Tang & Xianzhang Ling. (2021) Assessing the influence of liquefied soil resistance on the critical axial load of rock-socketed piles: shake-table test and numerical analyses. Acta Geotechnica 16:12, pages 3975-3990.
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Chen Chen, Su-Dan Huang, Guang-Zhong Cao, Gang Jing & Liu Yan. (2021) Thrust Force Ripple Analysis of Linear Switched Reluctance Motors Using Sobol Sensitivity Analysis Method. Thrust Force Ripple Analysis of Linear Switched Reluctance Motors Using Sobol Sensitivity Analysis Method.
Hua-Ping WanLei Su, Dan M. FrangopolZhiwang ChangWei-Xin RenXianzhang Ling. (2021) Seismic Response of a Bridge Crossing a Canyon to Near-Fault Acceleration-Pulse Ground Motions. Journal of Bridge Engineering 26:6.
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Hua-Ping Wan, Wei-Xin Ren & Michael D. Todd. (2020) Arbitrary polynomial chaos expansion method for uncertainty quantification and global sensitivity analysis in structural dynamics. Mechanical Systems and Signal Processing 142, pages 106732.
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Penglin Zhang, Hongli Li, Junqiang Wang & Jiewen Hong. (2019) Analysis of Spatial Wharf Pattern of the Yangtze River Delta Urban Agglomeration, China. ISPRS International Journal of Geo-Information 8:12, pages 541.
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Lei Su, Hua-Ping Wan, You Dong, Dan M. Frangopol & Xian-Zhang Ling. (2019) Seismic fragility assessment of large-scale pile-supported wharf structures considering soil-pile interaction. Engineering Structures 186, pages 270-281.
Crossref
Yue Zheng & You Dong. (2018) Performance-based assessment of bridges with steel-SMA reinforced piers in a life-cycle context by numerical approach. Bulletin of Earthquake Engineering 17:3, pages 1667-1688.
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