Publications

Tangying Lv, Wenming Yin, Hengkai YAO, Qingliang Liu, Yitong Sun, Kuan Zhao, Shanliang Zhu (2026). LocRes–PINN: A Physics–Informed Neural Network with Local Awareness and Residual Learning. Computation.

Yitong Sun, Hengkai YAO

Corresponding

, Dezhou Yang, Tangying Lv, Qingliang Liu, Cheng Luo, Shanliang Zhu

Corresponding

(2025). Physics informed neural network framework for time-varying wind stress drag coefficient identification in the Ekman model. JOL.

Wentao Jia, Xun Gong, Shanliang Zhu

Corresponding

, Jifeng Qi

Corresponding

, Xianmei Zhou, Hengkai YAO, Xiang Gong, Wenwu Wang (2025). A Dual-attention Embedded CNN Model for Estimating Mixed Layer Depths in the Bay of Bengal. JOL.

Xianmei Zhou, Shanliang Zhu, Wentao Jia, Hengkai YAO

Corresponding

(2024). Estimating Subsurface Thermohaline Structure in the tropical Western Pacific using DO-ResNet model. ATM.

Hengkai YAO, Jian Lan

Supervisor

, Ping Chang

Supervisor

, Chao Ma

Supervisor

(2023). Research on vertical structure and origin of eddies in Kuroshio-Oyashio Extension region. OUC.

Hengkai YAO, Chao Ma

Corresponding

, Zhao Jing, Zhengguang Zhang (2023). On the Vertical Structure of Mesoscale Eddies in the Kuroshio-Oyashio Extension. GRL.

Dan Fu, Justin Small

Corresponding

, Jaison Kurian, Yun Liu, Brian Kauffman, Abishek Gopal, Brian Kauffman, Abishek Gopal, Sanjiv Ramachandran, Zhi Shang, Ping Chang, Gokhan Danabasoglu, Katherine Thayer-Calder, Mariana Vertenstein, Xiaohui Ma, Hengkai YAO, Mingkui Li, Zhao Xu, Xiaopei Lin, Shaoqing Zhang, Lixin Wu (2023). Introducing the New Regional Community Earth System Model, R-CESM. BAMS.

Hengkai YAO, Chao Ma, Jaison Kurian, Ping Chang (2020). Asymmetric vertical structure of mesoscale eddies in the Kuroshio Extension region. In AGU Fall Meeting.

Hengkai YAO, Chao Ma (2018). Vertical structure of mesoscale eddy energy in the Kuroshio Extension region. In OSM2018.

Hengkai YAO, Ling Du

Supervisor

(2015). Interannual Variations of Water Mass in Nordic seas. OUC.