Venkatesh Ramesh

Venkatesh Ramesh

Université de Montréal - Montréal / Canada
Engineering & Technology / Computer Science
AD Scientific Index ID: 5714399
University of Montreal
person_outline Venkatesh Ramesh's MOST POPULAR ARTICLES
1-) Generating physically-consistent high-resolution climate data with hard-constrained neural networksP Harder, Q Yang, V Ramesh, P Sattigeri, A Hernandez-Garcia, C Watson, ...arXiv preprint arXiv:2208.05424 18, 109-122, 2022222022
2-) ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate ModelsSR Cachay, V Ramesh, JNS Cole, H Barker, D RolnickThirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021222021
3-) Climateset: A large-scale climate model dataset for machine learningJ Kaltenborn, C Lange, V Ramesh, P Brouillard, Y Gurwicz, C Nagda, ...Advances in Neural Information Processing Systems 36, 21757-21792, 2023152023
4-) Fourier neural operators for arbitrary resolution climate data downscalingQ Yang, A Hernandez-Garcia, P Harder, V Ramesh, P Sattegeri, ...arXiv preprint arXiv:2305.14452, 2023152023
5-) Hard-constrained deep learning for climate downscalingP Harder, A Hernandez-Garcia, V Ramesh, Q Yang, P Sattegeri, ...Journal of Machine Learning Research 24 (365), 1-40, 2023132023