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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.
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 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.
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.
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 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
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.
December 03, 2021
High free-tropospheric Aitken-mode aerosol concentrations buffer cloud droplet concen...
Matthew Wyant, Christopher Bretherton, Robert Wood, 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.