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Machine Learning Emulation of 3D Cloud Radiative Effects

v1v2v3 (latest)

Machine Learning Emulation of 3D Cloud Radiative Effects

Journal of Advances in Modeling Earth Systems (JAMES), 2021

22 March 2021

Shannon L. Mason

ArXiv (abs)PDF HTML Github

Papers citing "Machine Learning Emulation of 3D Cloud Radiative Effects"

5 / 5 papers shown

A posteriori learning for quasi-geostrophic turbulence parametrization

A posteriori learning for quasi-geostrophic turbulence parametrizationJournal of Advances in Modeling Earth Systems (JAMES), 2022

Julien Le Sommer

Redouane Lguensat

292

79

0

08 Apr 2022

Forecasting Global Weather with Graph Neural Networks

Forecasting Global Weather with Graph Neural Networks

468

262

0

15 Feb 2022

Machine Learning Emulation of Urban Land Surface Processes

Machine Learning Emulation of Urban Land Surface ProcessesJournal of Advances in Modeling Earth Systems (JAMES), 2021

208

22

0

21 Dec 2021

ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative
Transfer in Weather and Climate Models

ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models

Salva Rühling Cachay

Venkatesh Ramesh

175

25

0

29 Nov 2021

Copula-based synthetic data augmentation for machine-learning emulators

Copula-based synthetic data augmentation for machine-learning emulatorsGeoscientific Model Development (GMD), 2020

242

35

0

16 Dec 2020

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