PhysBiasBench / Data /wave /metadata.json
90879c's picture
Upload PhysBiasBench dataset release
964c07b verified
Raw
History Blame Contribute Delete
2.48 kB
{
"pde": "Wave",
"array_shape_per_group": [
"num_samples",
"frames",
"channels",
"height",
"width"
],
"channels": {
"0": "height h",
"1": "velocity h_t"
},
"num_points": 64,
"frames": 100,
"domain_extent": 1.0,
"dt": 0.01,
"internal_steps_per_frame": 1,
"time": [
0.0,
0.01,
0.02,
0.03,
0.04,
0.05,
0.06,
0.07,
0.08,
0.09,
0.1,
0.11,
0.12,
0.13,
0.14,
0.15,
0.16,
0.17,
0.18,
0.19,
0.2,
0.21,
0.22,
0.23,
0.24,
0.25,
0.26,
0.27,
0.28,
0.29,
0.3,
0.31,
0.32,
0.33,
0.34,
0.35000000000000003,
0.36,
0.37,
0.38,
0.39,
0.4,
0.41000000000000003,
0.42,
0.43,
0.44,
0.45,
0.46,
0.47000000000000003,
0.48,
0.49,
0.5,
0.51,
0.52,
0.53,
0.54,
0.55,
0.56,
0.5700000000000001,
0.58,
0.59,
0.6,
0.61,
0.62,
0.63,
0.64,
0.65,
0.66,
0.67,
0.68,
0.6900000000000001,
0.7000000000000001,
0.71,
0.72,
0.73,
0.74,
0.75,
0.76,
0.77,
0.78,
0.79,
0.8,
0.81,
0.8200000000000001,
0.8300000000000001,
0.84,
0.85,
0.86,
0.87,
0.88,
0.89,
0.9,
0.91,
0.92,
0.93,
0.9400000000000001,
0.9500000000000001,
0.96,
0.97,
0.98,
0.99
],
"height_amplitude": 1.0,
"velocity_amplitude": 0.0,
"speed_of_sound": 1.0,
"ic_generator": "gaussian-blobs",
"position_range": [
0.1,
0.9
],
"variance_range": [
0.002,
0.008
],
"normalization": "zero_mean_max_abs_one",
"ic_presets": {
"IC-OOD-simple": {
"num_blobs": 1
},
"IC-simple": {
"num_blobs": 2
},
"IC-medium": {
"num_blobs": 3
},
"IC-complex": {
"num_blobs": 4
},
"IC-OOD-complex": {
"num_blobs": 5
}
},
"generated_splits": [
"train",
"test",
"val"
],
"train_counts": {
"IC-simple": 200,
"IC-medium": 200,
"IC-complex": 200
},
"test_counts": {
"IC-simple": 50,
"IC-medium": 50,
"IC-complex": 50,
"IC-OOD-simple": 50,
"IC-OOD-complex": 50
},
"val_counts": {
"IC-simple": 50,
"IC-medium": 50,
"IC-complex": 50,
"IC-OOD-simple": 50,
"IC-OOD-complex": 50
},
"train_seed_base": 0,
"test_seed_base": 1000000,
"val_seed_base": 2000000
}