大连海事大学副教授

个人简介

姓 名： 王楠

职 称：副教授

博士导师：是

硕士导师：是

Email：nanwang@dlmu.edu.cn

教育背景：

2018/9-2022/8，美国东北大学，土木与环境工程系，海洋与海岸工程专业，工学博士

2016/9-2018/7，荷兰代尔夫特理工大学，土木工程与地球科学系，近海工程专业，工学硕士

2012/9-2016/7，大连理工大学，建设工程学部，土木工程专业，工学学士

工作经历：

2024/07-至今，大连海事大学，副教授

2022/09-2024/06，美国东北大学，博士后研究员

荣誉称号：

入选国家海外高层次人才引进计划

入选“兴辽英才计划”博士后储备项目

大连市高层次人才--高端人才

优秀航海类青年教师

研究方向

主要从事融合人工智能与海洋工程防灾减灾的前沿交叉研究，包括海洋环境水动力要素监测与智能预测、可解释性深度学习、物理驱动人工智能理论与方法等。

招收：交通运输工程、港口海岸与近海工程、土木工程、机械工程、计算机科学与技术、管理科学与工程等专业的毕业生。

科研成果

论文：近五年代表性期刊论文(第一作者或者通讯作者)：

(1) Nan Wang; Liu Xingyu; Qiao Yue; Zaijin You; Explainable and Probabilistic Nearshore Wave Modeling Along Living Shorelines Using a CASGP-X Framework, Ocean Engineering, 2026, 198

(2) Nan Wang; Guoxiang Wu; Kemeng Wang; Zaijin You; Xiuyu Zhuang; Explainable data-driven modeling of suspended sediment concentration at a deltaic marsh boundary under river regulation and storm events, Coastal Engineering, 2025, 198

(3) Nan Wang; Jianzhong Ge; Predictions of saltwater intrusion in the Changjiang Estuary: Integrating Machine learning methods with FVCOM, Journal of Hydrology, 2025, 653

(4) Nan Wang; Qin Chen; Zhao Chen; Reconstruction of nearshore wave fields based on physics- informed neural networks, Coastal Engineering, 2022, 176: 104167-104167

(5) Nan Wang; Qin Chen; Kelin Hu; Kehui Xu; Samuel J. Bentley; Jiaze Wang; Morphodynamic modeling of Fourleague Bay in Mississippi River Delta: Sediment fluxes across river-estuary- wetland boundaries, Coastal Engineering, 2023, 186: 104399

(6) Nan Wang; Qin Chen; Ling Zhu; Hongqing Wang; Data-driven modeling of wind waves in upper Delaware Bay with living shorelines, Ocean Engineering, 2022, 257: 111669-111669

(7) Nan Wang; Qin Chen; Ling Zhu; Hao Sun; Integration of data-driven and physics-based modeling of wind waves in a shallow estuary, Ocean Modelling, 2022, 172: 101978

(8) Nan Wang; Qin Chen; Hongqing Wang; William D. Capurso; Lukasz M. Niemoczynski; Ling Zhu; Gregg A. Snedden; Field observations and long short-term memory modeling of spectral wave evolution at living shorelines in Chesapeake Bay, USA, Applied Ocean Research, 2023, 141:103782

(9) Nan Wang; Qin Chen; Ling Zhu; Data-driven modeling of Bay-Ocean wave spectra at bridge- tunnel crossing of Chesapeake Bay, USA, Applied Ocean Research, 2023, 135: 103537

(10) Zhao Chen; Nan Wang; Learning dynamics from coarse/noisy data with scalable symbolic regression, Mechanical Systems and Signal Processing, 2023, 190: 110147

(11) Qin Chen; Nan Wang; Zhao Chen; Simultaneous mapping of nearshore bathymetry and waves based on physics-informed deep learning, Coastal Engineering, 2023, 183: 104337

(12) Zhai Yilin; Hongyuan Shi; Chao Zhan; Qing Wang; Zaijin You; Nan Wang; Improving significant wave height prediction using Chronos model, Ocean Engineering 2025, 341

发明专利：

(1) 一种基于时空图神经网络的生态岸线波浪参数预测方法：王楠；刘闯；尤再进；章文俊；张国庆（已授权，ZL 2025 1 1132893.X）

(2) 基于稀疏高斯过程与 SHAP 解释的生态岸线海浪参数预测方法：王楠；刘星宇；乔越；尤再进（已公开）

(3) 一种融合轻量注意力图卷积与自适应时域卷积网络的海上驾驶疲劳监测方法：王楠；乔越；刘星宇；尤再进（已公开）

科研项目

(1) 国家自然科学基金优秀青年科学基金（海外）：航运环境水动力要素模拟，2025.01-2027.12，主持

(2) 国家重点研发计划：基于自然的海洋动力灾害综合防护关键技术与应用，2023.11- 2026.10，参与

(3) 国家重点研发计划：沿海港口桩基码头泥沙淤积机理及其防治关键技术，2021.12-2024.11，参与

(4) 美国国家科学基金会 (NSF), Standard Grant, 2052443, Collaborative Research: Morphodynamic simulations of coastal storms and overwash to characterize back-barrier lake stratigraphies, 2021-05至 2025-02, 251万元, 参与

(5) 美国国家科学基金会 (NSF), Standard Grant, 2139882, Collaborative Research: Integrated Numerical Modeling and Field Observations of Hurricane Impacts to Natural and Hybrid Infrastructure, 2022-03 至 2025-02, 260万元, 参与