Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events

Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events

26 April 2024

Olivier C. Pasche

Jakob Zscheischler

Sebastian Engelke

Papers citing "Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events"

5 / 5 papers shown

Title
Turning Up the Heat: Assessing 2-m Temperature Forecast Errors in AI Weather Prediction Models During Heat Waves Kelsey E. Ennis Elizabeth A. Barnes Marybeth C. Arcodia M. A. Fernandez Eric D. Maloney AI4Cl 28 0 0 29 Apr 2025
Progression: an extrapolation principle for regression Gloria Buriticá Sebastian Engelke 32 0 0 30 Oct 2024
Can AI weather models predict out-of-distribution gray swan tropical cyclones? Y. Qiang Sun P. Hassanzadeh Mohsen Zand A. Chattopadhyay J. Weare D. Abbot 26 6 0 19 Oct 2024
Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators Ankur Mahesh William D. Collins Boris Bonev Noah D. Brenowitz Y. Cohen ... Michael S. Pritchard David Pruitt Mark Risser Shashank Subramanian Jared Willard 37 7 0 06 Aug 2024
Global Extreme Heat Forecasting Using Neural Weather Models I. Lopez‐Gomez A. McGovern Shreya Agrawal Jason Hickey AI4Cl 24 34 0 23 May 2022