metadata
license: mit
task_categories:
- time-series-forecasting
tags:
- physics
- PDE
- scientific-computing
- neural-operators
- zebra
- enma
2D Wave Equation Dataset
2d wave equation dataset. The underlying PDE is the wave equation.
Data is stored in HDF5 (.h5) format.
Origin
This dataset was generated by Armand Kassai Koupaï and has been used in the following papers:
- ZEBRA: In-Context Generative Pretraining for Solving Parametric PDEs — Louis Serrano, Armand Kassaï Koupaï, Thomas X Wang, Pierre Erbacher, Patrick Gallinari. ICML 2025. OpenReview
- ENMA: Tokenwise Autoregression for Generative Neural PDE Operators — Armand Kassaï Koupaï, Lise Le Boudec, Louis Serrano, Patrick Gallinari. NeurIPS 2025.
Download
See the full download script in the Zebra repository.
pip install huggingface_hub
python download_data/download_data_hugging_face.py --datasets wave
Usage
import h5py
data = h5py.File("train.h5", "r")