sample_id stringlengths 11 11 | structure_label stringlengths 13 13 | sample_kind stringclasses 1
value | shape_param_names listlengths 81 81 | shape_params listlengths 81 81 | n_shapes int64 3 3 | grid_ny int64 196 265 | grid_nx int64 52 70 | domain_ids listlengths 10.5k 18.3k | rgb_image dict | rgb_height int64 196 265 | rgb_width int64 52 70 | geometry_json stringlengths 1.74k 2.4k |
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sample_0008 | interior_0008 | interior | ["pitch_ratio","height_bg_ratio","n_segments","width_ratio","segment_height_ratio","n_interfaces","i(...TRUNCATED) | [0.39954912662506104,0.4334975779056549,0.4943399131298065,0.49719786643981934,0.7907326221466064,0.(...TRUNCATED) | 3 | 218 | 64 | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | {"bytes":"iVBORw0KGgoAAAANSUhEUgAAAEAAAADaCAIAAACZ9tOsAAABcklEQVR4nO3dsU3DQBiAURtRUFGFDgnmYgUGYBJWyA(...TRUNCATED) | 218 | 64 | "{\"units\":\"nm\",\"source\":\"optical_map\",\"grid_frame\":{\"x0_nm\":-3.9290767098591544,\"y0_nm\(...TRUNCATED) |
sample_0009 | interior_0009 | interior | ["pitch_ratio","height_bg_ratio","n_segments","width_ratio","segment_height_ratio","n_interfaces","i(...TRUNCATED) | [0.2850618362426758,0.5350310206413269,0.6021632552146912,0.15462617576122284,0.5496404767036438,0.6(...TRUNCATED) | 3 | 199 | 65 | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | {"bytes":"iVBORw0KGgoAAAANSUhEUgAAAEEAAADHCAIAAADJfKnXAAABaUlEQVR4nO3dsU3EQBRAQRsREBEdGRLURQsUQCW0QA(...TRUNCATED) | 199 | 65 | "{\"units\":\"nm\",\"source\":\"optical_map\",\"grid_frame\":{\"x0_nm\":-3.991443006841046,\"y0_nm\"(...TRUNCATED) |
End of preview. Expand in Data Studio
squiggles (metadata-fix)
OC-map FEM rebuild at 35 pixels per wavelength, with corrected geometries,
Helmholtz residuals, and the resolved JCMsuite .jcm / .jcmp files used
for each solve.
Configs
metadata (default)
One row per structure folder (sample_XXXX). Geometry comes from published
optical-constant maps (not the old nested-interface metadata).
validation
One row per FEM incidence (theta in {0, 45}). Self-contained pixel map:
pitch_nm = wavelength_nm / pixels_per_wavelength
x_nm = x0_nm + ix * pitch_nm
y_nm = y0_nm + iy * pitch_nm
Also includes nested OC/E arrays, Helmholtz scalar metrics (s-pol staggered FD), and binary blobs of the generated project files:
layout<-layout.jcmmaterials<-materials.jcmsources<-sources.jcmproject<-project.jcmp(JCMsuite expanded project)grid<-grid.jcm
Load
from datasets import load_dataset
meta = load_dataset("als-rixs/latent-image-training", "metadata", split="train", revision="metadata-fix")
val = load_dataset("als-rixs/latent-image-training", "validation", split="train", revision="metadata-fix")
row = val[0]
layout_jcm = row["layout"] # bytes
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