Batched NN 4D-Var: a performant hybrid model framework for the Integrated Forecasting System
arXiv:2610.32582v1 Announce Type: new Abstract: Hybrid forecasting systems combining machine learning and numerical weather prediction offer a promising route toward improved forecast skill while preserving physical consistency. In this study, we investigate online learning of state-dependent model…
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- 2026-10-26 04:00 · arXiv stat.ML
Batched NN 4D-Var: a performant hybrid model framework for the Integrated Forecasting System