Datasets › MaxwellBlobs

MaxwellBlobs

Introduced by Yannick Augenstein et al. in A neural operator-based surrogate solver for free-form electromagnetic inverse design4 Feb 2023 archive 2025-07-28

The dataset consists of random electromagnetic scatterers and their associated fields when illuminated by a 1000nm plane-wave illumination. The scatterers have a refractive index of n=1.5 and are surrounded by air (n=1.0), and the side-length of the simulated area is 5.12 microns.

Type Samples Input data Output data Input shape Output shape
2D 17040 Scatterer pixels E_z 128x128 2x128x128
3D 8720 Scatterer voxels Eₓ, E_y, E_z 128x128x128 6x128x128x128

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

No task tagged in the archive.

License archive 2025-07-28

CC BY 4.0

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • MaxwellBlobs

1 variant name, as the archive lists them.

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