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Dataset Structure

When you run the code from ines-lang/pde-solver, it automatically generates a directory structure based on the selected PDE and initial condition (IC).

This folder structure matches the format in which this dataset is organized and shared here.

Example structure for a 1D PDE dataset:

1D/
├── pde/
│   └── ic/
│       ├── dataset.h5
│       ├── metadata.json
│       └── plots/
│           └── seed_i.png  # for 1D

File descriptions:

  • dataset.h5: Contains the full dataset with the generated PDE solution data.
  • metadata.json: Describes the PDE type, initial conditions, and solver parameters.
  • plots/: Contains sample visualizations for each generated seed.

You can extend this structure to other PDEs and dimensions (e.g., 2D/, 3D/) following the same hierarchy.


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