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@@ -17,7 +17,7 @@ library_name: pytorch
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  # CrystAF
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  Weights for **Where Should Physics Enter a Molecular Crystal Generator?**
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- (Haocheng Tang, Junmei Wang, Wengong Jin; ICLR 2027).
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  CrystAF is an all-atom molecular crystal flow map `z_t = z_r + (t - r) U(z_r, r, t)`, distilled
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  from [Clari-M](https://huggingface.co/the-matter-lab/clari) with AnyFlow. One adapter serves 8-50
@@ -73,10 +73,9 @@ CC-BY-NC-4.0, inherited from the Clari model weights. Please also credit
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  [the-matter-lab/clari](https://huggingface.co/the-matter-lab/clari).
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  ```bibtex
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- @inproceedings{tang2027physics,
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- title = {Where Should Physics Enter a Molecular Crystal Generator?},
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- author = {Tang, Haocheng and Wang, Junmei and Jin, Wengong},
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- booktitle = {International Conference on Learning Representations},
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- year = {2027}
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  }
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  ```
 
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  # CrystAF
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  Weights for **Where Should Physics Enter a Molecular Crystal Generator?**
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+ (Haocheng Tang, Junmei Wang, Wengong Jin).
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  CrystAF is an all-atom molecular crystal flow map `z_t = z_r + (t - r) U(z_r, r, t)`, distilled
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  from [Clari-M](https://huggingface.co/the-matter-lab/clari) with AnyFlow. One adapter serves 8-50
 
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  [the-matter-lab/clari](https://huggingface.co/the-matter-lab/clari).
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  ```bibtex
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+ @misc{tang2026physics,
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+ title = {Where Should Physics Enter a Molecular Crystal Generator?},
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+ author = {Tang, Haocheng and Wang, Junmei and Jin, Wengong},
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+ year = {2026}
 
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  }
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  ```