AirfRANS
Datasets
All datasets matching “AirfRANS”airfrans
AirfRANS
Dataset Description
AirfRANS is a high-fidelity two-dimensional airfoil CFD dataset introduced in a paper from the NeurIPS 2022 Datasets and Benchmarks Track. The data is intended for surrogate modeling of the incompressible steady-state Reynolds-averaged Navier-Stokes (RANS) equations and contains 1,000 subsonic airfoil simulation cases.
The cases cover NACA four-digit and five-digit airfoils, with Reynolds numbers ranging from 2 million to 6 million and… See the full description on the dataset page: https://huggingface.co/datasets/OneScience-Group/airfrans.AirfRANS_original
Dataset Card
This dataset contains a single huggingface split, named 'all_samples'.
The samples contains a single huggingface feature, named called "sample".
Samples are instances of plaid.containers.sample.Sample.
Mesh objects included in samples follow the CGNS standard, and can be converted in
Muscat.Containers.Mesh.Mesh.
Example of commands:
import pickle
from datasets import load_dataset
from plaid.containers.sample import Sample
# Load the dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/PLAID-datasets/AirfRANS_original.AirfRANS_clipped
Dataset Card
This dataset contains a single huggingface split, named 'all_samples'.
The samples contains a single huggingface feature, named called "sample".
Samples are instances of plaid.containers.sample.Sample.
Mesh objects included in samples follow the CGNS standard, and can be converted in
Muscat.Containers.Mesh.Mesh.
Example of commands:
import pickle
from datasets import load_dataset
from plaid.containers.sample import Sample
# Load the dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/PLAID-datasets/AirfRANS_clipped.AirfRANS_remeshed
Dataset Card
This dataset contains a single huggingface split, named 'all_samples'.
The samples contains a single huggingface feature, named called "sample".
Samples are instances of plaid.containers.sample.Sample.
Mesh objects included in samples follow the CGNS standard, and can be converted in
Muscat.Containers.Mesh.Mesh.
Example of commands:
import pickle
from datasets import load_dataset
from plaid.containers.sample import Sample
# Load the dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/PLAID-datasets/AirfRANS_remeshed.airfrans
AirfRANS
Dataset Description
AirfRANS is a high-fidelity two-dimensional airfoil CFD dataset introduced in a paper from the NeurIPS 2022 Datasets and Benchmarks Track. The data is intended for surrogate modeling of the incompressible steady-state Reynolds-averaged Navier-Stokes (RANS) equations and contains 1,000 subsonic airfoil simulation cases.
The cases cover NACA four-digit and five-digit airfoils, with Reynolds numbers ranging from 2 million to 6 million and… See the full description on the dataset page: https://huggingface.co/datasets/introvoyz045/airfrans.airfrans-processed