chen-yingfa/CFDBench-raw

Parts of the data (the Cylinder flow) is still uploading.

Links:

• Paper (arXiv)
• GitHub
• Interpolated data

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, 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 if you just want to evaluate and/or train a data-driven neural operator.

Citation

@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}
}