models Aurora

Aurora

Overview

Aurora is a machine learning model that can predict general environmental variables, such as temperature and wind speed. It is a foundation model, which means that it was first generally trained on a lot of data, and then can be adapted to specialised environmental forecasting tasks with relatively little data. We provide four such specialised versions: one for medium-resolution weather prediction, one for high-resolution weather prediction, one for air pollution prediction, and one for ocean wave prediction. Please see the documentation of the Aurora Foundry Python API.

Please email AIWeatherClimate@microsoft.com if you are interested in using Aurora for commercial applications. For research-related questions or technical support with the open-source version of the model, please open an issue in the GitHub repository or reach out to the authors of the paper.

Version: 4

View in Studio: https://ml.azure.com/registries/azureml/models/Aurora/version/4