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cs.LG2025
AtmosMJ: Revisiting Gating Mechanism for AI Weather Forecasting Beyond the Year Scale
Minjong Cheon
The advent of Large Weather Models (LWMs) has marked a turning point in data-driven forecasting, with many models now outperforming traditional numerical systems in the medium rang…
cs.LG2025
Mjölnir: A Deep Learning Parametrization Framework for Global Lightning Flash Density
Minjong Cheon
Recent advances in AI-based weather forecasting models, such as FourCastNet, Pangu-Weather, and GraphCast, have demonstrated the remarkable ability of deep learning to emulate comp…