README.md

---
license: apache-2.0
tags:
- physics
- optical
- metasurface
pretty_name: FreeFrom Metasurface
---

<h1 align="center">
MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design
</h1>

<div align="center">

<a href="https://arxiv.org/abs/2508.05076"><img src="https://img.shields.io/static/v1?label=AAAI2026&message=Paper&color=red"></a>
<a href="https://github.com/JessePrince/metadit"><img src="https://img.shields.io/static/v1?label=GitHub&message=Code&color=purple"></a>
[![GitHub Repo stars](https://img.shields.io/github/stars/JessePrince/metadit)](https://github.com/JessePrince/metadit/stargazers)

</div>

## 📖 About
Official MetaDiT HuggingFace Repository for paper MetaDiT at AAAI 2026. This repository contains data and weights.

- `weight`: It contains weights for MetaDiT-S, surrogate model and the pre-trained spectrum encoder.
- `metadit_s_seed0_generation.zip`: Generation result of MetaDiT-S with seed 0 on our machine.
- `split_data`: Our split of the dataset, from https://github.com/SensongAn/Meta-atoms-data-sharing.

## 👀 Citation
```bibtex
@article{li2025metadit,
  title={MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design},
  author={Li, Hao and Bogdanov, Andrey},
  journal={arXiv preprint arXiv:2508.05076},
  year={2025}
}
```