ESA-ECMWF Workshop 2021 Machine Learning for Earth System Observation and Prediction

Session

Session 3.1: Geophysical Forecasting with ML and Hybrid Models

Anca Anghelea (ESA)

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27. Neural-Network Parametrization of Subgrid Momentum Transport Learned from a High-Resolution Simulation

Janni Yuval (MIT)

16/11/2021, 16:00
24. Machine learning based climate modelling and analysis

Veronika Eyring (DLR and University of Bremen)

16/11/2021, 16:30
25. Atmospheric Physics-Guided Machine Learning: Towards Physically-Consistent, Data-Driven, and Interpretable Models of Convection

Tom Beucler (University of Lausanne)

16/11/2021, 17:00
22. Seamless rainfall forecast using encoder-decoder networks: bridging weather and interannual forecast horizons

Gabriel Martins Palma Perez (University of Reading)

16/11/2021, 17:30

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