Architecture and loss function design of GTU-Net (IMAGE)
Caption
This figure illustrates the overall framework and loss function design of the proposed Geostrophic-TAU U-Net (GTU-Net) for sea surface height prediction. The upper panel presents the physical mechanism and mathematical formulation of the geostrophic balance loss, while the lower panel shows the network architecture of GTU-Net and its major improvements over the original U-Net.
Credit
Chengmin Si et al. / Ocean-Land-Atmosphere Research
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Original content