| --- |
| license: cc-by-4.0 |
| tags: |
| - seaice |
| - emulation |
| --- |
| |
| **FloeNet** |
| <p align="center"> |
| <img src="https://huggingface.co/M2LInES/FloeNet-OM4/resolve/main/Arctic_FloeNet_2007.gif" > |
| </p> |
|
|
| ## Quick links |
|
|
| - 📃 [Paper](https://doi.org/10.1029/2026GL122981) |
| - 💻 [Code](https://github.com/ai2cm/ace) |
| - 💬 [Docs](https://ai2-climate-emulator.readthedocs.io/en/stable/) |
| |
| This repository contains the optimized weights for the FloeNet sea ice emulator. The model has been trained on simulated data from a reanalysis-forced ice-ocean simulation, using the Geophysical Fluid Dynamics Laboratory (GFDL) coupled ocean-sea-ice model, OM4. |
|
|
| Here are some instructions with how to download and run FloeNet in inference mode (see also quick links at the top for additional resources) |
|
|
| $ conda create -n FloeNet_env "python==3.11" |
| $ conda activate FloeNet_env |
| $ cd /archive/$USER |
| $ mkdir Running_FloeNet |
| $ cd Running_FloeNet |
| $ pip install -U "huggingface_hub" |
| $ hf download M2LInES/FloeNet-OM4 --local-dir /archive/$USER/Running_FloeNet/FloeNet-OM4 |
| $ git clone https://github.com/ai2cm/ace.git |
| $ export PYTHONPATH=/archive/$USER/Running_FloeNet/ace:$PYTHONPATH |
| $ cd ace |
| $ python -m pip install -c constraints.txt -e .[graphcast] |
| $ python -m fme.ace.inference ../FloeNet-OM4/inference_config_piControl.yaml |
| |
