RainScaleGAN: a Conditional Generative Adversarial Network for Rainfall DownscalingArtificial Intelligence for the Earth Systems (AI4ES), 2025 |
Global spatio-temporal downscaling of ERA5 precipitation through
generative AInpj Climate and Atmospheric Science (npj Clim. Atmos. Sci.), 2024 |
Self Supervised Vision for Climate DownscalingInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 |
Algorithmic Hallucinations of Near-Surface Winds: Statistical
Downscaling with Generative Adversarial Networks to Convection-Permitting
ScalesArtificial Intelligence for the Earth Systems (AI4ES), 2023 |
On the modern deep learning approaches for precipitation downscalingEarth Science Informatics (ESI), 2022 |
A Generative Deep Learning Approach to Stochastic Downscaling of
Precipitation ForecastsJournal of Advances in Modeling Earth Systems (JAMES), 2022 |