AlanZee/pyOpenFOAM-reference-data
pyOpenFOAM Reference Data & Validation Results OpenFOAM-13 reference simulation data and pyOpenFOAM validation results for pyOpenFOAM — a pure Python/PyTorch reimplementation of OpenFOAM with GPU acceleration and automatic differentiation. Dataset Summary / 数据摘要 Property Value Total reference cases 257 Validated cases 233 (90.7%) Categories 21 Source OpenFOAM v11/v13 Reference data size 2.42 GB pyOpenFOAM results 3.3 MB Field files analyzed… See the full description on the dataset page: https://huggingface.co/datasets/AlanZee/pyOpenFOAM-reference-data.
pyOpenFOAM Reference Data & Validation Results
OpenFOAM-13 reference simulation data and pyOpenFOAM validation results for pyOpenFOAM — a pure Python/PyTorch reimplementation of OpenFOAM with GPU acceleration and automatic differentiation.
Dataset Summary / 数据摘要
Contents / 内容
Validation Results / 验证结果
Quick Start / 快速开始
from huggingface_hub import hf_hub_download
import tarfile
# Download reference data
path = hf_hub_download(
repo_id="AlanZee/pyOpenFOAM-reference-data",
filename="openfoam-reference-data.tar.gz",
repo_type="dataset"
)
with tarfile.open(path, "r:gz") as tar:
tar.extractall("validation/reference/openfoam/")Citation / 引用
@software{pyopenfoam2026,
author = {AlanZee},
title = {pyOpenFOAM: Pure Python/PyTorch CFD with GPU Acceleration},
year = {2026},
url = {https://github.com/AlanZee/pyOpenFOAM}
}References / 参考文献
- Ghia, K.N., Ghia, U., Shin, C.T. (1982). "High-Re solutions for incompressible flow." J. Comput. Phys., 48, 387-411.
- Weller, H.G. et al. (1998). "A tensorial approach to computational continuum mechanics." Computers in Physics, 12(6), 620-631.
- OpenFOAM Foundation (2025). OpenFOAM-13. https://openfoam.org/
数据集说明 (中文)
本数据集包含 pyOpenFOAM 项目的所有验证数据：
- 参照数据: 257 个 OpenFOAM-13 官方教程的仿真结果，覆盖 21 个求解器类别
- 验证结果: pyOpenFOAM 在所有参照算例上的运行结果和精度对比
- 分析报告: 符合学术规范的全量验证报告，含 11 张数据可视化图表
- Docker 镜像: 预编译的 OpenFOAM-13 环境 (Ubuntu 22.04, GCC 10)