Physics-Informed Neural Networks for Modeling Ocean Dynamics and Parameter Estimation: Leveraging Ocean Reanalysis Data - Hu, Shuang; Liu, Meiqin; Zhang, Senlin; Dong, Shanling; Zheng, Ronghao (IEEE journal of oceanic engineering, 2025)
Keywords: Accuracy; Boundary conditions; Characteristic-based split (CBS) algorithm; Computational modeling; Data models; Friction; Mathematical models; Neural networks; ocean reanalysis; Oceans; parameter estimation; physics-informed neural network (PINN); Predictive models; shallow-water equation; Tides