| { |
| "model_name": "PBL-Emulator", |
| "model_type": "pbl_emulator", |
| "architectures": ["PBLEmulator"], |
| "framework": "PyTorch", |
| "domain": "earth-science", |
| "task": "same-time-pbl-profile-diagnosis", |
| "implementation": { |
| "entry_point": "model/pbl_emulator.py", |
| "scope": "independent paper-method engineering reproduction", |
| "train_script": "scripts/train.py", |
| "inference_script": "scripts/inference.py", |
| "evaluation_script": "scripts/result.py", |
| "synthetic_data_script": "scripts/fake_data.py" |
| }, |
| "architecture": { |
| "input_shape": ["B", 16], |
| "output_shape": ["B", 17, 5], |
| "default": "HAC", |
| "width": 16, |
| "parameter_counts": {"FFN": 10693, "HPC": 16597, "HAC": 26197} |
| }, |
| "data": { |
| "format": "NPZ", |
| "protocol": "pbl_emulator_synthetic_v1", |
| "split": "chronological 70/15/15 percent", |
| "interval_hours": 3, |
| "input_shape": ["N", 16], |
| "target_shape": ["N", 17, 5], |
| "input_variables": ["Q2", "T2", "U10", "V10", "GRDFLX", "SWDOWN", "GLW", "LH", "HFX", "PBLH", "UST", "TSK", "TSLB", "SMOIS", "Ug", "Vg"], |
| "output_variables": ["U", "V", "W", "tk", "QVAPOR"], |
| "metadata": ["timestamps_hours", "virtual_heights_m", "synthetic_pblh_m"], |
| "synthetic": true |
| }, |
| "configuration_sources": [ |
| "conf/config.yaml", |
| "model/pbl_emulator.py", |
| "scripts/fake_data.py", |
| "scripts/train.py", |
| "scripts/inference.py", |
| "scripts/result.py" |
| ] |
| } |
|
|
