Deep Learning

Climate Simulation

GWSM4C: A Global Wave Surrogate Model for Climate Simulation Based on a Convolutional Architecture

Ocean waves are a critical component of the Earth system, yet directly coupling wave models in climate simulations is computationally expensive. We introduce GWSM4C, a Global Wave …

quan-jin
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Deep Learning

GSDNet: A Deep Learning Model for Downscaling the Significant Wave Height Based on NAFNet

Accurate wave height information is essential for marine engineering and safety. This study proposes GSDNet, a deep learning model based on the Nonlinear Activation Free Network …

xiaoyu-wu
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