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July 08, 2023
Global Precipitation Correction Across a Range of Climates Using CycleGAN
Jeremy J McGibbon, Spencer Koncius Clark, Brian Henn, et al.
June 07, 2023
Emulation of cloud microphysics in a climate model
W. Andre Perkins, Noah Domino Brenowitz, Christopher S. Bretherton, et al.
September 06, 2023
A machine learning parameterization of clouds in a coarse-resolution climate model fo...
Brian Henn, Yakelyn R. Jauregui, Spencer K. Clark, et al.
July 23, 2023
Aitken Mode Aerosols Buffer Decoupled Mid-latitude Boundary Layer Clouds Against Prec...
Isabel Louise McCoy, Matthew C Wyant, Peter N. Blossey, et al.
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.
August 19, 2024
What sets the tropical cold point in GSRMs? Overshooting convection vs. cirrus loftin...
Jacqueline M Nugent, Christopher S. Bretherton, Peter N. Blossey, 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.
July 08, 2023
Tropical convection overshoots the cold point tropopause nearly as often over warm oc...
Jacqueline M Nugent and Christopher S. Bretherton
September 11, 2023
Tropical anvil cirrus are highly sensitive to ice microphysics within a nudged global...
Rachel Atlas, Christopher S. Bretherton, Adam B Sokol, et al.
April 30, 2023
Old dog, new trick: Reservoir computing advances machine learning for climate modelin...
Christopher S. Bretherton