Datasetpublic

chen-yingfa/CFDBench-raw

[!WARNING] 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… See the full description on the dataset page: https://huggingface.co/datasets/chen-yingfa/CFDBench-raw.

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

1likes758downloads

Dataset Card

[!WARNING] Parts of the data (the Cylinder flow) is still uploading.

Links:

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

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}
}