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chair machine learning ecmwf

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Session 3a: Machine learning for feature detection and user applications

Chair: Jesper Dramsch (ECMWF)

1. ML-based fire hazard model trained on thermal infrared satellite data by Julia Gottfriedsen (LMU / OroraTech)
2. Photographic Visualization of Weather Forecasts with Generative Adversarial Networks by Christian Sigg (MeteoSwiss)
3. Identifying Lightning Processes in ERA5 Soundings with Deep Learning by Gregor Ehrensperger (University of Innsbruck)
4. Deep Learning for the Verification of Synoptic-scale Processes in NWP and Climate Models by Julian Quinting (Karlsruhe Institute of Technology)