Downloads · 30 days
0
FuXi-plevel-1deg
yingkaisha/FuXi-plevel-1deg
FuXi-plevel-1deg is a machine learning model from yingkaisha. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This repository contains the PyTorch checkpoint weights, configuration files, and mean/std inputs for the CREDIT FuXi-base and FuXi-physics. More information is available at:
Access
Public
Updated Mar 9, 2025
Repo size
11.9 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pt11.9 GB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 8, 2025
- Updated
- Mar 9, 2025
- SHA
- b78a917f
Model card
From the Hugging Face model README
NSF NCAR Community Research Earth Digital Intelligence Twin (CREDIT)
FuXi 1.0 degree pressure level model with global mass and energy conservations
This repository contains the PyTorch checkpoint weights, configuration files, and mean/std inputs for the CREDIT FuXi-base and FuXi-physics. More information is available at:
- Sha, Y., J. Schreck, W. Chapman, D. J. Gagne II, 2025: Improving AI weather prediction models using global mass and energy conservation schemes. arXiv:2501.05648. Pre-print: https://arxiv.org/abs/2501.05648
The GitHub repository of this work is at: https://github.com/NCAR/CREDIT-physics-run
The FuXi models of this repository are modified from the original FuXi and developed at the NSF-National Center for Atmospheric Research (NCAR) for research purposes.
Notes
To run the model, install the CREDIT package and modify the paths in the YAML configuration files.
The datasets of the model will be prepared soon.
- License
- apache-2.0
- Languages
- en
- Created
- Mar 8, 2025
- Updated
- Mar 9, 2025