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May 25, 2023
Improving the reliability of ML-corrected climate models with novelty detection
Clayton Hendrick Sanford, Anna Kwa, Oliver Watt-Meyer, et al.
July 25, 2024
The Vertical Structure of Tropical Temperature Change in Global Storm-Resolving Model...
Timothy M. Merlis, Ilai Guendelman, Kai-Yuan Cheng, et al.
July 08, 2023
Global Precipitation Correction Across a Range of Climates Using CycleGAN
Jeremy J McGibbon, Spencer Koncius Clark, Brian Henn, et al.
October 29, 2024
Detecting Changes in Large-Scale Metrics of Climate in Short Integrations of a Global...
Ilai Guendelman, Timothy M. Merlis, Kai-Yuan Cheng, et al.
June 21, 2024
Application of the AI2 Climate Emulator to E3SMv2's global atmosphere model, with a f...
James PC Duncan, Elynn Wu, Jean-Christophe Golaz, et al.
June 27, 2022
Impact of warmer sea surface temperature on the global pattern of intense convection:...
Kai-Yuan Cheng, Lucas Harris, Christopher S. Bretherton, et al.
September 09, 2022
A Global Survey of Rotating Convective Updrafts in the GFDL X-SHiELD 2021 Global Stor...
Lucas Harris, Linjiong Zhou, Alex David Kaltenbaugh, et al.
September 14, 2022
Machine-learned climate model corrections from a global storm-resolving model: Perfor...
Anna Kwa, Spencer Koncius Clark, Brian Henn, et al.
June 02, 2022
Correcting a coarse-grid climate model in multiple climates by machine learning from...
Spencer K. Clark, Noah D. Brenowitz, Brian Henn, et al.
September 01, 2021
Correcting coarse-grid weather and climate models by machine learning from global sto...
Christopher S. Bretherton, Brian Henn, Anna Kwa, et al.