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2402.18484
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A non-intrusive machine learning framework for debiasing long-time coarse resolution climate simulations and quantifying rare events statistics
28 February 2024
Benedikt Barthel Sorensen
A. Charalampopoulos
Shixuan Zhang
B. Harrop
Ruby Leung
T. Sapsis
AI4Cl
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Papers citing
"A non-intrusive machine learning framework for debiasing long-time coarse resolution climate simulations and quantifying rare events statistics"
3 / 3 papers shown
Title
Beyond Closure Models: Learning Chaotic-Systems via Physics-Informed Neural Operators
Chuwei Wang
Julius Berner
Zongyi Li
Di Zhou
Jiayun Wang
Jane Bae
Anima Anandkumar
AI4CE
36
1
0
09 Aug 2024
A Multi-Scale Deep Learning Framework for Projecting Weather Extremes
A. Blanchard
N. Parashar
B. Dodov
C. Lessig
T. Sapsis
AI4Cl
21
11
0
21 Oct 2022
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
259
2,309
0
18 Oct 2020
1