2 papers
cs.CV2025
MeltwaterBench: Deep learning for spatiotemporal downscaling of surface meltwater
Björn Lütjens, Björn Lütjens, Patrick Alexander +4
The Greenland ice sheet is melting at an accelerated rate due to processes that are not fully understood and hard to measure. The distribution of surface meltwater can help underst…
cs.LG2025
Multimodal Atmospheric Super-Resolution With Deep Generative Models
Dibyajyoti Chakraborty, Haiwen Guan, Jason Stock +3
Score-based diffusion modeling is a generative machine learning algorithm that can be used to sample from complex distributions. They achieve this by learning a score function, i.e…