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Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators

Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators

6 August 2024
Ankur Mahesh
William D. Collins
Boris Bonev
Noah D. Brenowitz
Y. Cohen
Joshua Elms
Peter Harrington
K. Kashinath
Thorsten Kurth
Joshua North
Travis A. O'Brien
Michael S. Pritchard
David Pruitt
Mark Risser
Shashank Subramanian
Jared Willard
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Papers citing "Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators"

6 / 6 papers shown
Title
ACE2: Accurately learning subseasonal to decadal atmospheric variability and forced responses
Oliver Watt-Meyer
Brian Henn
Jeremy McGibbon
Spencer K. Clark
Anna Kwa
W. Perkins
E. Wu
L. Harris
Christopher S. Bretherton
AI4Cl
90
11
0
18 Nov 2024
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
P. Hassanzadeh
Mohsen Zand
A. Chattopadhyay
J. Weare
D. Abbot
32
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
75
4
0
02 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
34
12
0
27 Jan 2024
ACE: A fast, skillful learned global atmospheric model for climate
  prediction
ACE: A fast, skillful learned global atmospheric model for climate prediction
Oliver Watt‐Meyer
Gideon Dresdner
Jeremy McGibbon
Spencer K. Clark
Brian Henn
...
K. Kashinath
Michael S. Pritchard
Boris Bonev
Matthew E. Peters
Christopher S. Bretherton
AI4Cl
54
41
0
03 Oct 2023
Fourier Neural Operator for Parametric Partial Differential Equations
Fourier Neural Operator for Parametric Partial Differential Equations
Zong-Yi Li
Nikola B. Kovachki
Kamyar Azizzadenesheli
Burigede Liu
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
AI4CE
203
2,282
0
18 Oct 2020
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