4 datasets found

Weather forecasting is a crucial yet highly challenging task. With the maturity of Artificial Intelligence (AI), the emergence of data-driven weather forecasting models has...

The dataset used in the paper is a set of feature-informed data assimilation problems, where the observation operator is a set-valued functional.

The dataset used in the paper is a Lorenz96 model dataset, which is a minimal chaotic system defined by a set of partial differential equations.

DiffDA: a Diffusion model for weather-scale Data Assimilation