Venkatesh Ramesh
Venkatesh Ramesh
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ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models
SR Cachay, V Ramesh, JNS Cole, H Barker, D Rolnick
Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
P Harder, Q Yang, V Ramesh, P Sattigeri, A Hernandez-Garcia, C Watson, ...
arXiv preprint arXiv:2208.05424 18, 109-122, 2022
Fourier neural operators for arbitrary resolution climate data downscaling
Q Yang, A Hernandez-Garcia, P Harder, V Ramesh, P Sattegeri, ...
arXiv preprint arXiv:2305.14452, 2023
Climateset: A large-scale climate model dataset for machine learning
J Kaltenborn, C Lange, V Ramesh, P Brouillard, Y Gurwicz, C Nagda, ...
Advances in Neural Information Processing Systems 36, 21757-21792, 2023
Hard-constrained deep learning for climate downscaling
P Harder, A Hernandez-Garcia, V Ramesh, Q Yang, P Sattegeri, ...
Journal of Machine Learning Research 24 (365), 1-40, 2023
Monitoring Shorelines via High-Resolution Satellite Imagery and Deep Learning
V Ramesh, D Singh
Physics-constrained deep learning for downscaling
P Harder, V Ramesh, A Hernandez-Garcia, Q Yang, P Sattigeri, ...
EGU General Assembly Conference Abstracts, EGU-4350, 2023
Ice Lead Network Analysis
J Kaltenborn, V Ramesh, T Wright
EGU General Assembly Conference Abstracts, pp. EGU22–8945 880, 2022
Tree semantic segmentation from aerial image time series
V Ramesh, A Ouaknine, D Rolnick
arXiv preprint arXiv:2407.13102, 2024
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