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@@ -89,7 +89,7 @@ For more information, see the [documentation](https://tum-pbs.github.io/pde-tran
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  If you use PDE-Transformer in your research, please cite:
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  ```bibtex
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- @article{holzschuh2024pde,
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  title={PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations},
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  author={Holzschuh, Benjamin and Liu, Qiang and Kohl, Georg and Thuerey, Nils},
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  booktitle = {Forty-second International Conference on Machine Learning, {ICML} 2025, Vancouver, Canada, July 13-19, 2025},
 
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  If you use PDE-Transformer in your research, please cite:
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  ```bibtex
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+ @article{holzschuh2025pde,
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  title={PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations},
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  author={Holzschuh, Benjamin and Liu, Qiang and Kohl, Georg and Thuerey, Nils},
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  booktitle = {Forty-second International Conference on Machine Learning, {ICML} 2025, Vancouver, Canada, July 13-19, 2025},