Toward Trustworthy Short-Range Forecasts with AFNO: From Skill Metrics to Conservation Checks

Abstract

Data driven weather models now approach traditional numerical weather prediction (NWP) skill at short to medium lead times, but their dynamical consistency during autoregressive rollout remains uncertain.