README.md

metadata

license: mit
task_categories:
  - other
pretty_name: Heat Equation Dataset

Heat Equation Dataset (heat_nu_forcing2)

This dataset contains HDF5 files for heat equation simulations with forcing.

Files

• CE_test_E4.h5: Test dataset
• CE_train_E4.h5: Training dataset
• CE_valid_E4.h5: Validation dataset
• Additional directories: ood, ood_gaussian, ood_old, ood_square, ood_visco

Usage

To load the data:

from huggingface_hub import hf_hub_download
import h5py

# Download a specific file
file_path = hf_hub_download(
    repo_id="sogeeking/heat-nu-forcing2",
    filename="CE_train_E4.h5",
    repo_type="dataset"
)

# Load with h5py
with h5py.File(file_path, 'r') as f:
    # Explore the structure
    print(list(f.keys()))
    # Load your data
    data = f['your_key'][:]

Citation

Please cite this dataset if you use it in your research.