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20202026
most citedUsing machine learning to correct model error in data assimilation and forecast applications

156 citations · 162 across the 10 of their papers we have counts for

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physics.ao-ph2024★ 3 cited

GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations

Mihai Alexe, Eulalie Boucher, Peter Lean +11

We introduce GraphDOP, a new data-driven, end-to-end forecast system developed at the European Centre for Medium-Range Weather Forecasts (ECMWF) that is trained and initialised exc…