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CFDBench

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fluid
physics
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Duplicate from chen-yingfa/CFDBench

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Co-authored-by: Yingfa Chen <chen-yingfa@users.noreply.huggingface.co>

Files changed (8) hide show
  1. .gitattributes +58 -0
  2. README.md +27 -0
  3. cavity.zip +3 -0
  4. cylinder/bc.zip +3 -0
  5. cylinder/geo.zip +3 -0
  6. cylinder/prop.zip +3 -0
  7. dam.zip +3 -0
  8. tube.zip +3 -0
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - fluid
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+ - physics
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+ size_categories:
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+ - 1B<n<10B
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+ ---
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+
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+ Links:
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+
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+ - [Paper](https://arxiv.org/abs/2310.05963)
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+ - [GitHub](https://www.github.com/luo-yining/CFDBench)
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+ - [Raw data](https://www.huggingface.co/datasets/chen-yingfa/CFDBench-raw)
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+
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+ This dataset contains the interpolated data of the CFDBench dataset, from the paper [CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics](https://arxiv.org/abs/2310.05963), which is used for training and evaluating data-driven neural operators for fluid dynamics.
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+
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+ ## Citation
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+
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+ ```bib
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+ @article{CFDBench,
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+ title={CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics},
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+ author={Yining, Luo and Yingfa, Chen and Zhen, Zhang},
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+ url={https://arxiv.org/abs/2310.05963},
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+ year={2023}
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+ }
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+ ```
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