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Ramesh, Venkatesh
3 publications
JMLR
2024
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling
Qidong Yang
,
Alex Hernandez-Garcia
,
Paula Harder
,
Venkatesh Ramesh
,
Prasanna Sattigeri
,
Daniela Szwarcman
,
Campbell D. Watson
,
David Rolnick
NeurIPS
2023
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning
Julia Kaltenborn
,
Charlotte Lange
,
Venkatesh Ramesh
,
Philippe Brouillard
,
Yaniv Gurwicz
,
Chandni Nagda
,
Jakob Runge
,
Peer Nowack
,
David Rolnick
JMLR
2023
Hard-Constrained Deep Learning for Climate Downscaling
Paula Harder
,
Alex Hernandez-Garcia
,
Venkatesh Ramesh
,
Qidong Yang
,
Prasanna Sattegeri
,
Daniela Szwarcman
,
Campbell Watson
,
David Rolnick