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A machine learning parameterization of clouds in a coarse-resolution climate model fo...
Brian Henn, Yakelyn R. Jauregui, Spencer K. Clark, et al.
Aitken Mode Aerosols Buffer Decoupled Mid-latitude Boundary Layer Clouds Against Prec...
Isabel Louise McCoy, Matthew C Wyant, Peter N. Blossey, et al.
Global Precipitation Correction Across a Range of Climates Using CycleGAN
Jeremy J McGibbon, Spencer Koncius Clark, Brian Henn, et al.
Emulation of cloud microphysics in a climate model
W. Andre Perkins, Noah Domino Brenowitz, Christopher S. Bretherton, et al.
Improving the reliability of ML-corrected climate models with novelty detection
Clayton Hendrick Sanford, Anna Kwa, Oliver Watt-Meyer, et al.
Tropical anvil cirrus are highly sensitive to ice microphysics within a nudged global...
Rachel Atlas, Christopher S. Bretherton, Adam B Sokol, et al.
Tropical convection overshoots the cold point tropopause nearly as often over warm oc...
Jacqueline M Nugent and Christopher S. Bretherton
Old dog, new trick: Reservoir computing advances machine learning for climate modelin...
Christopher S. Bretherton
Impact of warmer sea surface temperature on the global pattern of intense convection:...
Kai-Yuan Cheng, Lucas Harris, Christopher S. Bretherton, et al.
High free-tropospheric Aitken-mode aerosol concentrations buffer cloud droplet concen...
Matthew Wyant, Christopher Bretherton, Robert Wood, et al.
A Global Survey of Rotating Convective Updrafts in the GFDL X-SHiELD 2021 Global Stor...
Lucas Harris, Linjiong Zhou, Alex David Kaltenbaugh, et al.
Machine-learned climate model corrections from a global storm-resolving model: Perfor...
Anna Kwa, Spencer Koncius Clark, Brian Henn, et al.