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+ ---
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+ license: mit
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+ task_categories:
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+ - time-series-forecasting
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+ tags:
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+ - physics
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+ - PDE
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+ - scientific-computing
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+ - neural-operators
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+ - zebra
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+ - enma
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+ ---
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+
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+ # Out-Of-Distribution Evaluation Set For The 2D Wave Equation
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+
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+ Out-of-distribution evaluation set for the 2d wave equation. The underlying PDE is the **wave equation**.
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+
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+ This dataset contains out-of-distribution (OOD) samples for evaluating model generalization.
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+
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+ Data is stored in HDF5 (`.h5`) format.
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+
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+ ## Origin
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+
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+ This dataset was generated by **Armand Kassai Koupaï** and has been used in the following papers:
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+
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+ - **ZEBRA**: Zero-shot Edge-conditioned Basis Recovery Approach for neural operators.
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+ - **ENMA**: Efficient Neural operator learning with Memory Attention.
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+
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+ ## Usage
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+
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+ ```python
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+ import h5py
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+
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+ data = h5py.File("train.h5", "r")
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+ ```