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most citedBeamVQ: Aligning Space-Time Forecasting Model via Self-training on Physics-aware Metrics

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physics.geo-ph2025

Ocean-E2E: Hybrid Physics-Based and Data-Driven Global Forecasting of Extreme Marine Heatwaves with End-to-End Neural Assimilation

Ruiqi Shu, Ruijian Gou, Yanfei Xiang +1

This work focuses on the end-to-end forecast of global extreme marine heatwaves (MHWs), which are unusually warm sea surface temperature events with profound impacts on marine ecos…