most citedDiffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

CRPS-LAM: Probabilistic Regional Weather Forecasting with Continuous Ranked Probability Score

Erik Larsson, Joel Oskarsson, Tomas Landelius +1

Limited-Area Models (LAMs) enable weather forecasting over regional domains at higher resolutions than what is computationally feasible for global models. At such high resolutions,…

cs.LG2025★ 2 cited

Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion

Erik Larsson, Joel Oskarsson, Tomas Landelius +1

Machine learning methods have been shown to be effective for weather forecasting, based on the speed and accuracy compared to traditional numerical models. While early efforts prim…