Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems

Our paper is open-access and can be accessed at https://www.nature.com/articles/s41467-024-53165-w

Keywords:

• Diffusion Models
• Learning of Effective Dynamics
• Turbulent Flows

Content:

The code provided can be used to generate the results in the paper.

Citation

If this code is relevant for your research, please consider citing:

@article{gao2024gled,
  title={Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems},
  author={Gao, Han and Kaltenbach, Sebastian and Koumoutsakos, Petros},
  journal={Nature Communications 15, 8904 },
  year={2024}
  doi = "https://doi.org/10.1038/s41467-024-53165-w",
}