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---
license: apache-2.0
tags:
- fluid
- physics
size_categories:
- 100B<n<1T
---
> [!WARNING]
> Parts of the data (the Cylinder flow) is still uploading.
Links:
- [Paper (arXiv)](https://arxiv.org/abs/2310.05963)
- [GitHub](https://www.github.com/luo-yining/CFDBench)
- [Interpolated data](https://www.huggingface.co/datasets/chen-yingfa/CFDBench)
This dataset contains the raw (before interpolation) 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. This dataset is very large (approx. 460GB) and your likely only need the [interpolated data](https://www.huggingface.co/datasets/chen-yingfa/CFDBench) if you just want to evaluate and/or train a data-driven neural operator.
## Citation
```bib
@article{CFDBench,
title={CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics},
author={Yining, Luo and Yingfa, Chen and Zhen, Zhang},
url={https://arxiv.org/abs/2310.05963},
year={2023}
}
```
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