陈元红

性别

女

出生年月

1997.05

职称

讲师

学历

（学位）

博士

所属

学院

数理学院

导师

类别

硕导

招生

专业

数学、统计学

研究方向

模型降阶，深度学习，人工智能海洋学

联系 方式

chenyuanhong@qust.edu.cn

个人简历（包括近期科研项目）

l 学习经历

2015.09-2019.06 青岛大学， 学士

2019.08-2026.01 中国海洋大学， 博士（硕博连读）

2024.09-2025.09 意大利国际高等研究院， 联培博士

l 主持项目情况

山东省自然科学基金青年基金1项

l 近五年部分科研论文

1. Nali Zhang, Honglin Wan, Yuanhong Chen, Chunxin Yuan, Xiang Sun*, Yifan Lin, Zhen Gao*. Ocean density reconstruction and forecasting using the Hankel dynamic mode decomposition-bidirectional long short-term memory model. Physics of Fluids, 2026, 38: 016601.

2. Yiwei Meng, Yuanhong Chen, Zhen Gao, Longjiang Mu, Xiang Sun*. Deep learning-based reduced-order modeling for parameterized convection-dominated partial differential equations. Physics of Fluids, 2025, 37:02713

3. Yuanhong Chen, Chunxin Yuan, Xiang Sun, Zhen Gao*. Reconstructing Three-Dimensional Density from Surface Data in the North Atlantic Sea through the PIO-Net Model. Ocean Engineering, 2025, 339:122086.

4. Yuanhong Chen, Zhen Gao*, Jan S. Hesthaven, Yifan Lin, Xiang Sun. A coordinate transformation-based physics-informed neural networks for hyperbolic conservation laws. Journal of Computational Physics, 2025, 538:114161.

1. Yuanhong Chen, Yifan Lin, Xiang Sun, Chunxin Yuan, Zhen Gao*. Tensor decomposition-based neural operator with dynamic mode decomposition for parameterized timedependent problems. Journal of Computational Physics, 2025, 533:113996.

6. Yuanhong Chen, Li Liu, Chunxin Yuan, Xiang Sun, Xueen Chen, Zhen Gao*. Physics-informed deep operator learning based on reduced-order modelling for retrieving the ocean interior density from the surface. Journal of Geophysical Research: Oceans, 2024, 129: e2023JC019941.

7. Yuanhong Chen, Li Liu, Xueen Chen, Zhiqiang Wei, Xiang Sun, Chunxin Yuan, Zhen Gao*. Data driven three-dimensional temperature and salinity anomaly reconstruction of the northwest Pacific Ocean. Frontiers in Marine Science, 2023, 10:1121334.

8. Yuanhong Chen, Xiang Sun, Yifan Lin, Zhen Gao*. An adaptive non-intrusive multi-fidelity reduced basis method for parameterized partial differential equations. East Asian Journal on Applied Mathematics, 2023, 13 (2):398-419.

9. Yifan Lin, Xiang Sun, Jie Nie, Yuanhong Chen, Zhen Gao*. An Efficient Reduced-Order Model Based on Dynamic Mode Decomposition for Parameterized Spatial High-Dimensional PDEs. Communications in Computational Physics, 2025, 37(2):575602.

10. Yifan Lin, Zhen Gao, Yuanhong Chen, Xiang Sun*. A dynamic mode decomposition based reduced-order model for parameterized time-space-dependent partial differential equations. Journal of Scientific Computing, 2023, 95:70