Omkar2118/datasets huggingface dataset:
MaxwellBlobs

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 | $E_x$, $E_y$, $E_z$ | 128x128x128 | 6x128x128x128 |

Introducing paper: A neural operator-based surrogate solver for free-form electromagnetic inverse design