Modeling Non-Stationary Wind-Induced Fluid Motions with Physics-Informed Neural Networks for the Shallow Water Equations in a Polar Coordinate System

Zaiyang Zhou, Yu Kuai,Jianzhong Ge, Bas van Maren, Zhenwu Wang, Kailin Huang,Pingxing Ding,Zhengbing Wang

WATER RESOURCES RESEARCH（2025）

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PINN,shallow water equation,polar coordinate,non-stationary,boundary discontinuity,hybrid model

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