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Dynamical Tests of a Deep-Learning Weather Prediction Model

Dynamical Tests of a Deep-Learning Weather Prediction Model

19 September 2023
Gregory J. Hakim
Sanjit Masanam
    AI4Cl
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Papers citing "Dynamical Tests of a Deep-Learning Weather Prediction Model"

4 / 4 papers shown
Title
Can AI weather models predict out-of-distribution gray swan tropical cyclones?
Can AI weather models predict out-of-distribution gray swan tropical cyclones?
Y. Qiang Sun
Pedram Hassanzadeh
Mohsen Zand
Ashesh Chattopadhyay
Jonathan Weare
D. Abbot
62
7
0
19 Oct 2024
Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators
Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators
Ankur Mahesh
William D. Collins
Boris Bonev
Noah D. Brenowitz
Y. Cohen
...
Michael S. Pritchard
David Pruitt
Mark Risser
Shashank Subramanian
Jared Willard
129
4
0
02 Aug 2024
Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
Peter Manshausen
Y. Cohen
Jaideep Pathak
Jaideep Pathak
Piyush Garg
Morteza Mardani
K. Kashinath
Simon Byrne
Noah D. Brenowitz
Noah Brenowitz
77
11
0
19 Jun 2024
LUCIE: A Lightweight Uncoupled ClImate Emulator with long-term stability and physical consistency for O(1000)-member ensembles
LUCIE: A Lightweight Uncoupled ClImate Emulator with long-term stability and physical consistency for O(1000)-member ensembles
Haiwen Guan
T. Arcomano
Ashesh Chattopadhyay
R. Maulik
AI4Cl
77
11
0
25 May 2024
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