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  size_categories:
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  - 100K<n<1M
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  pretty_name: MaxwellBench
 
 
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  ---
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  # MaxwellBench
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  A large-scale benchmark of 2D finite-element electromagnetic simulations for training and evaluating neural operators. Each sample is a complete FEM problem—geometry (unstructured triangular mesh), material properties (nonlinear B-H curves, conductivity), excitation sources, boundary conditions—paired with the solved magnetic flux density **B** field.
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  ## Dataset Summary
 
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  size_categories:
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  - 100K<n<1M
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  pretty_name: MaxwellBench
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+ dataset_creators:
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+ - Bosch Center for Artificial Intelligence (BCAI)
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  ---
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  # MaxwellBench
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+ <p align="center">
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+ <img src="assets/Bosch_logo.png" alt="Bosch Logo" width="200">
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+ </p>
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+
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+ <p align="center">
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+ <em>Created by <a href="https://www.bosch-ai.com/">Bosch Center for Artificial Intelligence (BCAI)</a></em>
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+ <br>
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+ <strong>Paper:</strong> TBD <!-- Replace with the paper URL once published -->
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+ </p>
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+
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  A large-scale benchmark of 2D finite-element electromagnetic simulations for training and evaluating neural operators. Each sample is a complete FEM problem—geometry (unstructured triangular mesh), material properties (nonlinear B-H curves, conductivity), excitation sources, boundary conditions—paired with the solved magnetic flux density **B** field.
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  ## Dataset Summary