Datasets:
| { | |
| "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 | |
| } |