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Old Dog, New Trick: Reservoir Computing Advances Machine Learning for Climate Modeling

Geophysical research letters, 2023-09, Vol.50 (17), p.n/a

Bretherton, Christopher S.

2023

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A New Moist Turbulence Parameterization in the Community Atmosphere Model

Journal of climate, 2009-06, Vol.22 (12), p.3422-3448

2009

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Integrating Cloud Processes in the Community Atmosphere Model, Version 5

Journal of climate, 2014-09, Vol.27 (18), p.6821-6856

2014

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On the Relationship between Stratiform Low Cloud Cover and Lower-Tropospheric Stability

Journal of climate, 2006-12, Vol.19 (24), p.6425-6432

2006

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Spatially Extended Tests of a Neural Network Parametrization Trained by Coarse‐Graining

Journal of advances in modeling earth systems, 2019-08, Vol.11 (8), p.2728-2744

2019

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Tropical Convection Overshoots the Cold Point Tropopause Nearly as Often Over Warm Oceans as Over Land

Geophysical research letters, 2023-11, Vol.50 (21), p.n/a

2023

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Combining Emergent Constraints for Climate Sensitivity

Journal of climate, 2020-09, Vol.33 (17), p.7413-7430

2020

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On the Relationship between SST Gradients, Boundary Layer Winds, and Convergence over the Tropical Oceans

Journal of climate, 2009-08, Vol.22 (15), p.4182-4196

2009

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Convective self‐aggregation feedbacks in near‐global cloud‐resolving simulations of an aquaplanet

Journal of advances in modeling earth systems, 2015-12, Vol.7 (4), p.1765-1787

2015

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DYAMOND: The DYnamics of the Atmospheric general circulation Modeled on Non-hydrostatic Domains

Progress in earth and planetary science, 2019-09, Vol.6 (1), p.1-17, Article 61

2019

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The Cloud Feedback Model Intercomparison Project (CFMIP) contribution to CMIP6

Geoscientific Model Development, 2017-01, Vol.10 (1), p.359-384

2017

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Mechanisms of marine low cloud sensitivity to idealized climate perturbations: A single‐LES exploration extending the CGILS cases

Journal of advances in modeling earth systems, 2013-06, Vol.5 (2), p.316-337

2013

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A mass-flux scheme view of a high-resolution simulation of a transition from shallow to deep cumulus convection

Journal of the atmospheric sciences, 2006-07, Vol.63 (7), p.1895-1909

2006

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Insights into low-latitude cloud feedbacks from high-resolution models

Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, 2015-11, Vol.373 (2054), p.20140415

Bretherton, Christopher S.

2015

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An energy-balance analysis of deep convective self-aggregation above uniform SST

Journal of the atmospheric sciences, 2005-12, Vol.62 (12), p.4273-4292

2005

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Relationships between Water Vapor Path and Precipitation over the Tropical Oceans

Journal of climate, 2004-04, Vol.17 (7), p.1517-1528

2004

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Statistical significance of climate sensitivity predictors obtained by data mining

Geophysical research letters, 2014-03, Vol.41 (5), p.1803-1808

2014

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A Simple Model of Climatological Rainfall and Vertical Motion Patterns over the Tropical Oceans

Journal of climate, 2009-12, Vol.22 (23), p.6477-6497

2009

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The Precipitation Response to Warming and CO2 Increase: A Comparison of a Global Storm Resolving Model and CMIP6 Models

Geophysical research letters, 2024-04, Vol.51 (7), p.n/a

2024

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Ultraclean Layers and Optically Thin Clouds in the Stratocumulus-to-Cumulus Transition. Part I: Observations

Journal of the atmospheric sciences, 2018-05, Vol.75 (5), p.1631-1652

2018

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Low cloud reduction in a greenhouse‐warmed climate: Results from Lagrangian LES of a subtropical marine cloudiness transition

Journal of advances in modeling earth systems, 2014-03, Vol.6 (1), p.91-114

2014

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Correcting Coarse‐Grid Weather and Climate Models by Machine Learning From Global Storm‐Resolving Simulations

Journal of advances in modeling earth systems, 2022-02, Vol.14 (2), p.n/a

2022

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Boundary Layer Depth, Entrainment, and Decoupling in the Cloud-Capped Subtropical and Tropical Marine Boundary Layer

Journal of climate, 2004-09, Vol.17 (18), p.3576-3588

2004

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Simulation of Mesoscale Cellular Convection in Marine Stratocumulus: 2. Nondrizzling Conditions

Journal of advances in modeling earth systems, 2019-01, Vol.11 (1), p.3-18

2019

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A new parameterization for shallow cumulus convection and its application to marine subtropical cloud-topped boundary layers. Part I: Description and 1D results

Monthly weather review, 2004-04, Vol.132 (4), p.864-882

2004

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Old Dog, New Trick: Reservoir Computing Advances Machine Learning for Climate Modeling

A New Moist Turbulence Parameterization in the Community Atmosphere Model

Integrating Cloud Processes in the Community Atmosphere Model, Version 5

On the Relationship between Stratiform Low Cloud Cover and Lower-Tropospheric Stability

Spatially Extended Tests of a Neural Network Parametrization Trained by Coarse‐Graining

Tropical Convection Overshoots the Cold Point Tropopause Nearly as Often Over Warm Oceans as Over Land

Combining Emergent Constraints for Climate Sensitivity

On the Relationship between SST Gradients, Boundary Layer Winds, and Convergence over the Tropical Oceans

Convective self‐aggregation feedbacks in near‐global cloud‐resolving simulations of an aquaplanet

DYAMOND: The DYnamics of the Atmospheric general circulation Modeled on Non-hydrostatic Domains

The Cloud Feedback Model Intercomparison Project (CFMIP) contribution to CMIP6

Mechanisms of marine low cloud sensitivity to idealized climate perturbations: A single‐LES exploration extending the CGILS cases

A mass-flux scheme view of a high-resolution simulation of a transition from shallow to deep cumulus convection

Insights into low-latitude cloud feedbacks from high-resolution models

An energy-balance analysis of deep convective self-aggregation above uniform SST

Relationships between Water Vapor Path and Precipitation over the Tropical Oceans

Statistical significance of climate sensitivity predictors obtained by data mining

A Simple Model of Climatological Rainfall and Vertical Motion Patterns over the Tropical Oceans

The Precipitation Response to Warming and CO2 Increase: A Comparison of a Global Storm Resolving Model and CMIP6 Models

Ultraclean Layers and Optically Thin Clouds in the Stratocumulus-to-Cumulus Transition. Part I: Observations

Low cloud reduction in a greenhouse‐warmed climate: Results from Lagrangian LES of a subtropical marine cloudiness transition

Correcting Coarse‐Grid Weather and Climate Models by Machine Learning From Global Storm‐Resolving Simulations

Boundary Layer Depth, Entrainment, and Decoupling in the Cloud-Capped Subtropical and Tropical Marine Boundary Layer

Simulation of Mesoscale Cellular Convection in Marine Stratocumulus: 2. Nondrizzling Conditions

A new parameterization for shallow cumulus convection and its application to marine subtropical cloud-topped boundary layers. Part I: Description and 1D results

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