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README.md

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-license: mit
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-# All-atom Diffusion Transformers - MP20 dataset
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-MP20 dataset from the paper "All-atom Diffusion Transformers: Unified generative modelling of molecules and materials", by Chaitanya K. Joshi, Xiang Fu, Yi-Lun Liao, Vahe Gharakhanyan, Benjamin Kurt Miller, Anuroop Sriram*, and Zachary W. Ulissi* from FAIR Chemistry at Meta (* Joint last author).
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-Original data source: https://github.com/txie-93/cdvae (Adapted from [Materials Project](https://next-gen.materialsproject.org/))
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-GitHub: https://github.com/facebookresearch/all-atom-diffusion-transformer
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+license: mit
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+# All-atom Diffusion Transformers - MP20 dataset
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+MP20 dataset from the paper [*"All-atom Diffusion Transformers: Unified generative modelling of molecules and materials"*](https://www.arxiv.org/abs/2503.03965), by [Chaitanya K. Joshi](https://www.chaitjo.com/), [Xiang Fu](https://xiangfu.co/), [Yi-Lun Liao](https://www.linkedin.com/in/yilunliao), [Vahe Gharakhanyan](https://gvahe.github.io/), [Benjamin Kurt Miller](https://www.mathben.com/), [Anuroop Sriram*](https://anuroopsriram.com/), and [Zachary W. Ulissi*](https://zulissi.github.io/) from FAIR Chemistry at Meta (* Joint last author). 
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+Original data source: https://github.com/txie-93/cdvae (Adapted from [Materials Project](https://next-gen.materialsproject.org/))
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+GitHub: https://github.com/facebookresearch/all-atom-diffusion-transformer