metadata

pretty_name: Wind Tunnel dataset
size_categories:
  - 10K<n<100K

Wind Tunnel Dataset

Overview

This repository contains a dataset for wind tunnel simulations, organized into three main subsets: training, validation, and test. Each subset includes simulation files in various formats necessary for analysis and model training.

File Descriptions

input_parameters.json: Includes input parameters for the simulation.
force_coefficients.json: Contains the force_coefficients of the simulation.
input_mesh.obj: OBJ file with the input mesh.
openfoam_mesh.obj: OBJ file with the OpenFOAM mesh.
pressure_field_mesh.vtk: VTK file with the pressure field data.
streamlines_mesh.ply: PLY file with the streamlines.

Usage

To use the dataset, clone the repository and navigate to the data directory. Each subset can be used for training, validating, or testing your models.

Downloading the Dataset

You can download the dataset from the Hugging Face Hub using the following code:

from huggingface_hub import snapshot_download

dataset_name = "rvalerio/windtunnel"

# Download the entire dataset
snapshot_download(repo_id=dataset_name)

# Download to a specific directory
snapshot_download(repo_id=dataset_name, local_dir="windtunnel_dataset")

# Download only specific files
snapshot_download(allow_patterns=["*/input_mesh.obj"], repo_id=dataset_name)
snapshot_download(ignore_patterns=["*/input_mesh.obj"], repo_id=dataset_name)