STRATA is the first autoregressive transformer emulator for global 4.9-km storm-resolving atmospheric dynamics, achieving 50x better energy efficiency than the underlying physics model while producing realistic km-scale features in 24-hour forecasts.
To Exascale and Beyond—The Simple Cloud-Resolving E3SM Atmosphere Model (SCREAM), a Performance Portable Global Atmosphere Model for Cloud-Resolving Scales
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
fields
physics.ao-ph 2years
2026 2roles
background 1polarities
background 1representative citing papers
ICON and IFS-FESOM capture the global distribution of Köppen-Geiger climate categories but show regional biases dominated by precipitation inaccuracies, and inter-model differences exceed the 30-year climate change signal in many zones.
citing papers explorer
-
Evaluating local climate in global storm-resolving models with the K\"oppen-Geiger classification
ICON and IFS-FESOM capture the global distribution of Köppen-Geiger climate categories but show regional biases dominated by precipitation inaccuracies, and inter-model differences exceed the 30-year climate change signal in many zones.