Datasets:
| { | |
| "pde": "Gray-Scott", | |
| "array_shape_per_group": [ | |
| "num_samples", | |
| "frames", | |
| "channels", | |
| "height", | |
| "width" | |
| ], | |
| "channels": { | |
| "0": "u / A concentration", | |
| "1": "v / B concentration" | |
| }, | |
| "num_points": 64, | |
| "frames": 100, | |
| "domain_extent": 1.35, | |
| "dt": 3.5, | |
| "internal_steps_per_frame": 14, | |
| "time": [ | |
| 0.0, | |
| 49.0, | |
| 98.0, | |
| 147.0, | |
| 196.0, | |
| 245.0, | |
| 294.0, | |
| 343.0, | |
| 392.0, | |
| 441.0, | |
| 490.0, | |
| 539.0, | |
| 588.0, | |
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| 980.0, | |
| 1029.0, | |
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| 1127.0, | |
| 1176.0, | |
| 1225.0, | |
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| 1323.0, | |
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| 1960.0, | |
| 2009.0, | |
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| 3479.0, | |
| 3528.0, | |
| 3577.0, | |
| 3626.0, | |
| 3675.0, | |
| 3724.0, | |
| 3773.0, | |
| 3822.0, | |
| 3871.0, | |
| 3920.0, | |
| 3969.0, | |
| 4018.0, | |
| 4067.0, | |
| 4116.0, | |
| 4165.0, | |
| 4214.0, | |
| 4263.0, | |
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| 4704.0, | |
| 4753.0, | |
| 4802.0, | |
| 4851.0 | |
| ], | |
| "feed_rate": 0.044, | |
| "kill_rate": 0.06, | |
| "diffusivity_1": 2e-05, | |
| "diffusivity_2": 1e-05, | |
| "v_scale": 1.0, | |
| "ic_presets": { | |
| "IC-simple": { | |
| "num_blobs": 2, | |
| "sigma_min": 0.002, | |
| "sigma_max": 0.05, | |
| "center_fraction": 0.5, | |
| "noise": 0.0 | |
| }, | |
| "IC-medium": { | |
| "num_blobs": 3, | |
| "sigma_min": 0.002, | |
| "sigma_max": 0.05, | |
| "center_fraction": 0.5, | |
| "noise": 0.0 | |
| }, | |
| "IC-complex": { | |
| "num_blobs": 4, | |
| "sigma_min": 0.002, | |
| "sigma_max": 0.05, | |
| "center_fraction": 0.5, | |
| "noise": 0.0 | |
| }, | |
| "IC-OOD-simple": { | |
| "num_blobs": 1, | |
| "sigma_min": 0.002, | |
| "sigma_max": 0.05, | |
| "center_fraction": 0.5, | |
| "noise": 0.0 | |
| }, | |
| "IC-OOD-complex": { | |
| "num_blobs": 5, | |
| "sigma_min": 0.002, | |
| "sigma_max": 0.05, | |
| "center_fraction": 0.5, | |
| "noise": 0.0 | |
| } | |
| }, | |
| "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 | |
| } |