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)

11/16/21, 4:00 PM
24. Machine learning based climate modelling and analysis

Veronika Eyring (DLR and University of Bremen)

11/16/21, 4:30 PM
25. Atmospheric Physics-Guided Machine Learning: Towards Physically-Consistent, Data-Driven, and Interpretable Models of Convection

Tom Beucler (University of Lausanne)

11/16/21, 5:00 PM
22. Seamless rainfall forecast using encoder-decoder networks: bridging weather and interannual forecast horizons

Gabriel Martins Palma Perez (University of Reading)

11/16/21, 5:30 PM

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