431 citations
- Goethe University FrankfurtDE6 papers
- University of BonnDE5 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- European Centre for Medium-Range Weather ForecastsGB3 papers
- Pulkovo ObservatoryRU3 papers
- University of ReadingGB3 papers
- Central Statistical OfficeZM2 papers
- Centre National de Recherches MétéorologiquesFR2 papers
- ETH ZurichCH2 papers
- Finnish Meteorological InstituteFI2 papers
- Humboldt-Universität zu BerlinDE2 papers
- Johannes Gutenberg University MainzDE2 papers
Showing 2023Show all
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physics.ao-ph2023★ 15 cited
Crucial Role of Obliquely Propagating Gravity Waves in the Quasi-Biennial Oscillation Dynamics
Young-Ha Kim, Georg S. Voelker, Gergely Bölöni +2
In climate modelling, the reality of simulated flows in the middle atmosphere is largely affected by the model's representation of gravity wave processes that are unresolved, while…
physics.ao-ph2023★ 15 cited
Inductive biases in deep learning models for weather prediction
Jannik Thuemmel, Matthias Karlbauer, Sebastian Otte +8
Deep learning has gained immense popularity in the Earth sciences as it enables us to formulate purely data-driven models of complex Earth system processes. Deep learning-based wea…