海南热带海洋学院海洋科学技术学院

沈栋梁

来源：海洋科学技术学院

2026年05月18日

沈栋梁，男，海南热带海洋学海洋科学技术学院，讲师。

联系方式：shendl@hntou.edu.cn

教育经历：

2018年8月-2023年8月：美国Coastal Carolina University，海洋科学，理学博士

2016年8月-2018年1月：美国Coastal Carolina University，海洋科学，交换生

2015年9月-2018年6月：上海海洋大学，海洋科学，理学硕士

2011年9月-2015年6月：上海海洋大学，海洋技术，理学硕士

工作经历：

2026年3月-至今，海南热带海洋学院，海洋科学技术学院，讲师

2023年8月-2026年3月，中国科学院海洋研究所，博士后

研究领域与兴趣：

主要研究方向包括：AI海洋学、海气相互作用、海气数值模拟等。

科研项目：

1. 中国博士后科学基金会，国家资助博士后研究人员计划（C档），GZC20232706，基于人工智能的海洋数值预报模式优化及示范应用，2023-12至2025-11，24万元，主持

2. 国家自然科学基金委员会，面上项目，42576174，物理机制与多源数据协同下安达曼海内孤立波智能预报研究，2026-01-01至2029-12-31，50万元，参与

科研论文：

[1] Shen, D., & Li, X. (2025). Simulating oceanic responses to Super Typhoon Bolaven (2023) in the Northwest Pacific Ocean using a numerical model coupled with machine learning-based ocean vertical mixing parameterization. Ocean Modelling, 102639.

[2] Shen, D., Bao, S., Pietrafesa, L. J., & Gayes, P. (2022). Improving numerical model predicted float trajectories by deep learning. Earth and Space Science, 9(9), e2022EA002362.

[3] Shen, D., Li, X., Wang, J., Bao, S., & Pietrafesa, L. J. (2021). Dynamical ocean responses to Typhoon Malakas (2016) in the vicinity of Taiwan. Journal of Geophysical Research: Oceans, 126(2), e2020JC016663.

[4] Liu, A., Li, X., & Shen, D.* (2025). Real-time wave model error correction via coupled neural networks and WAM under extreme weather. Ocean Modelling, 102600.

[5] Li, X., Shen, D.*, Zheng, G., Zhou, L., & Liu, A. (2022). Comprehensive satellite observations and a numerical study of a wintertime shallow sea smoke event in the Yellow Sea. Journal of the Atmospheric Sciences, 79(12), 3163-3179.

[6] Liu, Y., Shen, D., Wang, H., Wang, Y., Li, X., & Mu, S. (2026). Phase‐resolved attribution of tropical cyclone cold wakes from an interpretable data‐driven model. Journal of Geophysical Research: Machine Learning and Computation, 3(1), e2025JH001179.

[7] Zhang, H., Shen, D., Pietrafesa, L., Gayes, P., & Bao, S. (2025). Quantify the compound effects caused by the interactions between inland river system and coastal processes in hurricane coastal flooding through controlled hydrodynamic modeling experiments. Ocean Modelling, 194, 102506.

[8] Zhuang, C., Li, X., Shen, D., & Zhang, X. (2024). Internal solitary wave in the Lombok Strait: Satellite-observed spatiotemporal characteristics and their propagations modulated by the Indonesian Throughflow. Ocean Modelling, 190, 102398.

[9] Liu, A., Shen, D., & Li, X. (2023). Satellite observations and a numerical study of recurring atmospheric gravity waves along the South China Sea coast. Journal of Geophysical Research: Atmospheres, 128(16), e2022JD038467.

[10] Zhang, H., Shen, D., Bao, S., Pietrafesa, L., Gayes, P. T., & Majidzadeh, H. (2022). Quantifying Aggravated Threats to Stormwater Management Ponds by Tropical Cyclone Storm Surge and Inundation under Climate Change Scenarios. Climate, 10(10), 157.

[11] Bao, S., Li, X., Shen, D., Yang, Z., Pietrafesa, L. J., & Zheng, W. (2016). Ocean upwelling along the Yellow Sea coast of China revealed by satellite observations and numerical simulation. IEEE Transactions on Geoscience and Remote Sensing, 55(1), 526-536.