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physics.ao-ph2026
Explainable Deep Learning for Probabilistic Nowcasting of Radar Reflectivity in Tornadic Storms
Nathan Erickson, Amy McGovern, Aaron Hill
Tornadoes pose substantial risk to human life and property in the United States, causing more than 50 fatalities and $100 million of property damage on average annually. When torn…
physics.ao-ph2026
Global Evaluation of AI and NWP Precipitation Forecasts During Atmospheric River Events
Marina Vicens-Miquel, Taylor Mandelbaum, Amy McGovern +2
Atmospheric rivers (ARs) produce many of the world's most extreme precipitation events and hydrometeorological hazards. Although artificial intelligence weather prediction (AIWP) m…