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physics.ao-ph2025
Improving Predictions of Convective Storm Wind Gusts through Statistical Post-Processing of Neural Weather Models
Antoine Leclerc, Erwan Koch, Monika Feldmann +2
Issuing timely severe weather warnings helps mitigate potentially disastrous consequences. Recent advancements in Neural Weather Models (NWMs) offer a computationally inexpensive a…
physics.ao-ph2025
European supercell thunderstorms -- an underestimated current threat and an increasing future hazard
Monika Feldmann, Michael Blanc, Killian P. Brennan +4
Supercell thunderstorms are the most hazardous thunderstorm category and particularly impactful to society. Their monitoring is challenging and often confined to the radar networks…
physics.ao-ph2024
Lightning-Fast Convective Outlooks: Predicting Severe Convective Environments with Global AI-based Weather Models
Monika Feldmann, Tom Beucler, Milton Gomez +1
Severe convective storms are among the most dangerous weather phenomena and accurate forecasts mitigate their impacts. The recently released suite of AI-based weather models produc…