Climate & Ocean Physics @ NYU
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Data-driven dimensionality reduction and causal inference for spatiotemporal climate fields
Fabrizio Falasca
,
Pavel Perezhogin
,
Laure Zanna
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DOI
The sensitivity of regional sea level changes to the depth of Antarctic meltwater fluxes
Ian Eisenman
,
Aurora Basinski
,
Emma Beer
,
Laure Zanna
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DOI
Building Ocean Climate Emulators
Adam Subel
,
Laure Zanna
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DOI
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulations
S. Yu
,
W. Hannah
,
L. Peng
,
J. Lin
,
M.A. Bhouri
,
R. Gupta
,
B. Lütjens
,
J. C Will
,
G. Behrens
,
J. Busecke
,
Nora Loose
,
C. Stern
,
T. Beucler
,
B. Harrop
,
B. Hillman
,
A. Jenney
,
S.L. Ferretti
,
N. Liu
,
A. Anandkumar
,
N. Brenowitz
,
V. Eyring
,
N. Geneva
,
P. Gentine
,
S. Mandt
,
J. Pathak
,
A. Subramaniam
,
C. Vondrick
,
R. Yu
,
Laure Zanna
,
and others
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Machine Learning for Online Sea Ice Bias Correction Within Global Ice-Ocean Simulations
W. Gregory
,
M. Bushuk
,
Y. Zhang
,
A. Adcroft
,
Laure Zanna
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DOI
Learning Machine Learning with Lorenz-96
D Balwada
,
R Abernathey
,
S Acharya
,
A Adcroft
,
J Brener
,
V Balaji
,
MA Bhouri
,
J Bruna
,
M Bushuk
,
W Chapman
,
A Connolly
,
J Deshayes
,
C Fernandez-Granda2
,
P Gentine
,
A Gorbunova
,
W Gregory
,
Arthur_Guillaumin
,
S Gupta
,
M Holland
,
JE Johnsson
,
J Le Sommer
,
Ziwei Li
,
Nora Loose
,
F Lu
,
P O’gorman
,
Pavel Perezhogin
,
B Reich
,
Andrew Ross
,
A Sane
,
S Shamekh
,
T Verma
,
J Yuval
,
L Zampieri
,
C Zhang
,
Laure Zanna
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A new conceptual model of global ocean heat uptake
J.M. Gregory
,
J Bloch-Johnson
,
M.P. Couldrey
,
E Exarchou
,
S.M. Griffies
,
T Kuhlbrodt
,
Emily Newsom
,
O.A. Saenko
,
T. Suzuki
,
Q. Wu
,
S. Urakawa
,
Laure Zanna
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DOI
A Data-Driven Approach for Parameterizing Submesoscale Vertical Buoyancy Fluxes in the Ocean Mixed Layer
Abigail Bodner
,
D. Balwada
,
Laure Zanna
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DOI
Discovering causal relations and equations from data
G. Camps-Valls
,
A. Gerhardus
,
U. Nimad
,
G. Varando
,
G. Martius
,
E. Balaguer-Ballester
,
R. Vinuesa
,
E. Diaz
,
Laure Zanna
,
J. Runge
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DOI
Background Pycnocline depth constrains Future Ocean Heat Uptake Efficiency
Emily Newsom
,
Laure Zanna
,
J. M. Gregory
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DOI
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