Hao CHEN 陈浩 (2019)
Mr. Hao CHEN 陈浩
Mechanical Engineering 机械工程
PhD Candidate (2019)
Current Major: Mechanical Engineering
Undergraduate School: Ocean University of China
Awards: Su Wu scholarship of Westlake University (2021).
Excellent Graduate Students of Zhejiang University (2021).
The Outstanding Graduate of Shandong Province (2017).
The Outstanding Graduate of Ocean University of China (2017).
The National Scholarship (2016).
My research interests include multi-disciplinary design optimization architectures, multi-objective optimization algorithms, surrogate modeling, data-driven optimization frameworks, uncertainty quantification, and their application in complex engineering system design optimization, such as the robotic fish system.
 Chen H, Li W, Cui W, et al. A pointwise ensemble of surrogates with adaptive function and heuristic formulation[J]. Structural and Multidisciplinary Optimization, 2022, 65(4): 1-23. https://doi.org/10.1007/s00158-022-03202-3 [PDF]
 Chen H, Li W, Cui W, et al. A robust offline data-driven evolutionary optimization framework with application to expensive soft pneumatic actuator structure design. Structural and Multidisciplinary Optimization. (Under review)
 Chen H, Li W, Song W, et al. Grid feature-based weighted simulation method for multi-objective reliability-based design optimization[J]. International Journal of Computational Intelligence Systems, 2022, 15(1): 1-23. https://doi.org/10.1007/s44196-022-00142-0 [PDF]
 Chen H, Li W, Cui W, et al. Multi-objective multidisciplinary design optimization of a robotic fish system [J]. Journal of Marine Science and Engineering, 2021, 9(5): 478. https://doi.org/10.3390/jmse9050478 [PDF]
 Chen H, Li W, Cui W. Disruption-based multi-objective equilibrium optimization algorithm[J]. Computational Intelligence and Neuroscience, 2020, 2020:1-21. https://doi.org/10.1155/2020/8846250 [PDF]
 Chen H, Li W, Cui W. Comparison of multidisciplinary design optimization architectures through multiple evaluation indicators and computational efficiency[C]//2021 4th International Conference on Information Systems and Computer Aided Education. 2021: 2583-2586.
 Chen H. Multidisciplinary Design Optimization (MDO) [M]. Encyclopedia of Ocean Engineering, W. Cui, S. Fu, Z. Hu, Eds. Singapore: Springer, 2022: 1-7. https://doi.org/10.1007/978-981-10-6946-8_65
 Chen H. Reliability-Based Design (RBD) [M]. Encyclopedia of Ocean Engineering, W. Cui, S. Fu, Z. Hu, Eds. Singapore: Springer, 2022: 1-6. https://doi.org/10.1007/978-981-10-6946-8_66
 Li W K, Chen H, Cui W C, et al. Multi-objective evolutionary design of central pattern generator network for biomimetic robotic fish[J]. Complex & Intelligent Systems, 2022: 1-21. https://doi.org/10.1007/s40747-022-00883-7 [PDF]
 Liu Q, Chen H, Wang Z, et al. A manta ray robot with soft material based flapping wing[J]. Journal of Marine Science and Engineering, 2022, 10(7): 962. https://doi.org/10.3390/jmse10070962 [PDF]
 Hong L, Cui W, Chen H. A novel multi-robot task allocation model in marine plastics cleaning based on replicator dynamics[J]. Journal of Marine Science and Engineering, 2021, 9(8): 879. https://doi.org/10.3390/jmse9080879 [PDF]
(1) Multi-disciplinary Design Optimization
(2) Surrogate Modeling
(3) Data-driven Optimization
(4) Multi-objective Optimization
(5) Uncertainty Quantification
(6) Robotic Fish System
西湖大学深海技术研究中心 Deep-Sea Technology Research Center at Westlake University
Address: Yungu Campus of Westlake University, No. 600 Dunyu Road, Xihu District, 310030 Hangzhou, Zhejiang, China.