Datasets:

Modalities:
Text
Formats:
text
ArXiv:
Libraries:
Datasets
License:
CFDBench-raw / README.md
chen-yingfa's picture
Update README.md
a725fff verified
|
raw
history blame
1.06 kB
metadata
license: apache-2.0
tags:
  - fluid
  - physics
size_categories:
  - 100B<n<1T

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

@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}
}