研究兴趣与方向：

人工智能海洋学；海洋遥感；海洋三维温盐流场重构；海洋中尺度涡；海洋内波；风暴潮等

科研成果：

发表论文：

1. Xie, H., Chen, L., and Hu, Y. (2026). Analytical investigation of impulse and oscillatory response of piles subjected to internal solitary waves. Ocean Engineering, 359, 10.1016/j.oceaneng.2026.126033.

2. Xie, H., Yang, X., Hu, Y., Yang, B., Wei, P., and Liang, W. (2026). Numerical study on wake wave characteristics around a transom stern vessel. Journal of Marine Science and Engineering, 14(5), 482.

3. Xie, H., Dong, C., Xu, Q. (2025). Dual U–Vision–Transformer for reconstructing the three-dimensional eddy-resolving oceanic physical parameters from satellite observations. International Journal of Applied Earth Observation and Geoinformation, 136, 104382.

4. Xie, H., Xu, Q., Dong, C. (2024). Deep learning for mesoscale eddy detection with feature fusion of multi-satellite observations. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, 18351-18364.

5. Xie, H., Xu, Q., Cheng, Y., Yin, X., and Fan, K. (2023). Reconstructing three-dimensional salinity field of the South China Sea from satellite observations. Frontiers in Marine Science, 10.

6. Xie, H., Xu, Q., Cheng, Y., Yin, X., and Jia, Y. (2022). Reconstruction of subsurface temperature field in the South China Sea from satellite observations based on an Attention U-net model. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-19.

7. Xie, H., Xu, Q., Zheng, Q.a., Xiong, X., Ye, X., and Cheng, Y. (2022). Assessment of theoretical approaches to derivation of internal solitary wave parameters from multi-satellite images near the Dongsha Atoll of the South China Sea. Acta Oceanologica Sinica, 41(2), 1-9.

8. Xie, H., Xu, Q., Cheng, Y. (2022). Deep learning based subsurface temperature reconstruction in the South China Sea from surface parameters. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 6887-6890.

9. 谢华荣, 熊学军, 陈亮. (2019). 南海北部陆坡内孤立波对桩柱作用力的极值推算. 海洋科学进展, 37(2), 171-186.

10. Liu, Y., Yang, Y., Li, X., Yang, F., Xie, H., Wang, W., & Dong, C. (2026). A deep learning-based pipeline for detecting rip currents from satellite imagery. Remote Sensing, 18(2), 368.

11. Zhu, Z., Wang, Z., Dong, C., Yu M., Xie, H., Cao, X., Han, L., Qi, J. (2025). Physics informed neural network modelling for storm surge forecasting — A case study in the Bohai Sea, China. Coastal Engineering, 197, 104686.

12. Han, L., Dong, C., Liu, Y., Xie, H., Zhang, H., & Zhu, W. (2025). Application of physics-informed neural networks in solving temperature diffusion equation of the sea water. Journal of Oceanology and Limnology, 44(1).

13. Dong, C., You, Z., Dong, J., Ji, J., Sun, W., Xu, G., Lu, X., Xie, H., Teng, F., Liu, Y., et al. (2025). Oceanic Mesoscale Eddies. Ocean-Land-Atmosphere Research, 4, 0081.

14. 董昌明, 王子韵, 谢华荣, 徐广珺, 韩国庆, 周书逸, 谢文鸿, 沈向宇, 韩磊. (2024). 人工智能海洋学发展前景. 海洋学研究, 42(3), 2-27.

15. 徐广珺, 施宇诚, 余洋, 谢华荣, 谢文鸿, 刘婧媛, 林夏艳, 刘宇, 董昌明. (2024). 海洋涡旋智能检测研究进展. 海洋学研究, 42(3), 38-50.

16. 范开国, 徐青, 徐东洋, 谢华荣, 宁珏, 黄建国. (2022). 星载SAR海面风场遥感研究进展. 地球物理学进展, 37(5), 1807-1817.

17. Chen, L., Zheng, Q., Xiong, X., Yuan, Y., Xie, H., Yu, L., and Yun, S. (2019). Dynamic and statistical features of internal solitary waves on the continental slope in the Northern South China Sea derived from mooring observations. Journal of Geophysical Research: Oceans, 124(6), 4078-4097.

18. 冒家友, 谢华荣, 王红, 陈亮, 熊学军. (2019). 风浪生成机制的研究进展. 海洋科学进展, 37(4), 533-542.

19. Chen, L., Zheng, Q., Xiong, X., Yuan, Y., Xie, H. (2018). A new type of internal solitary waves with a re-appearance period of 23 h observed in the South China Sea. Acta Oceanologica Sinica, 37(9), 116-118.

发明专利：

1. 谢华荣, 徐青. 动力条件约束的海洋内波振幅遥感反演方法, CN113255240A[P]. 2021.

2. 徐青, 谢华荣, 殷晓斌. 基于U-net框架的边缘海高时空分辨率次表层温度场重构方法, CN115114841A[P]. 2022.

科研项目：

1. 国家自然科学基金，青年科学基金项目（C类）（2027.01-）

动力约束下黑潮延伸体中尺度涡垂向精细结构的智能反演与演变研究 (42606220) 

2. 国家资助博士后研究人员计划（2023.12-2025.07）

动力约束和精细特征融合的南海三维温盐流场智能重构研究 (GZC20231149)                  

学术兼职：

人工智能海洋学专业委员会委员；IEEE JSTARS、JMSE等期刊审稿专家