---
license: mit
pretty_name: Mosaic basic cookbook
---

Supermock dataset used in training and evaluation of this model was developed by Nesar Ramachandra. A subset of galaxies from this dataset 
is included here. The full dataset can be downloaded [here](https://portal.nersc.gov/project/hacc/spherex_sky/SuperMockLite/)

Mosaic model + backend code developed by Bin Xia 
[Paper can be found here](https://ml4physicalsciences.github.io/2025/files/NeurIPS_ML4PS_2025_270.pdf)

## To use

1. Download/open cookbook directory dynamically
2. Open example.ipynb inside environment (ensure you have installed all requirements present in `StarNetLaboratory/mosaic/requirements.txt`)
3. Execute cells in order. Note informational comments/markdown