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Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model

Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model

Chenggong Wang
Michael S. Pritchard
Noah D. Brenowitz
Y. Cohen
Boris Bonev
Thorsten Kurth
Dale Durran
Jaideep Pathak
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Papers citing "Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model"

6 / 6 papers shown
Title
The impact of internal variability on benchmarking deep learning climate emulators
The impact of internal variability on benchmarking deep learning climate emulators
Björn Lütjens
Raffaele Ferrari
Duncan Watson-Parris
N. Selin
AI4Cl
57
1
0
09 Aug 2024
A Practical Probabilistic Benchmark for AI Weather Models
A Practical Probabilistic Benchmark for AI Weather Models
Noah D. Brenowitz
Y. Cohen
Jaideep Pathak
Ankur Mahesh
Boris Bonev
Thorsten Kurth
Dale Durran
Peter Harrington
Michael S. Pritchard
75
14
0
27 Jan 2024
Dynamical Tests of a Deep-Learning Weather Prediction Model
Dynamical Tests of a Deep-Learning Weather Prediction Model
Gregory J. Hakim
Sanjit Masanam
AI4Cl
46
25
0
19 Sep 2023
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead
Kan Chen
Tao Han
Junchao Gong
Lei Bai
Fenghua Ling
...
Rui Su
Yuanzheng Ci
Bin Li
Xiaokang Yang
Wanli Ouyang
AI4Cl
AI4CE
154
182
0
06 Apr 2023
FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators
FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators
Jaideep Pathak
Shashank Subramanian
P. Harrington
S. Raja
Ashesh Chattopadhyay
...
Zong-Yi Li
Kamyar Azizzadenesheli
Pedram Hassanzadeh
K. Kashinath
Anima Anandkumar
AI4Cl
189
682
0
22 Feb 2022
Forecasting Global Weather with Graph Neural Networks
Forecasting Global Weather with Graph Neural Networks
R. Keisler
AI4Cl
80
169
0
15 Feb 2022