OneScience-Group/PBL-Emulator

1{2  "model_name": "PBL-Emulator",3  "model_type": "pbl_emulator",4  "architectures": ["PBLEmulator"],5  "framework": "PyTorch",6  "domain": "earth-science",7  "task": "same-time-pbl-profile-diagnosis",8  "implementation": {9    "entry_point": "model/pbl_emulator.py",10    "scope": "independent paper-method engineering reproduction",11    "train_script": "scripts/train.py",12    "inference_script": "scripts/inference.py",13    "evaluation_script": "scripts/result.py",14    "synthetic_data_script": "scripts/fake_data.py"15  },16  "architecture": {17    "input_shape": ["B", 16],18    "output_shape": ["B", 17, 5],19    "default": "HAC",20    "width": 16,21    "parameter_counts": {"FFN": 10693, "HPC": 16597, "HAC": 26197}22  },23  "data": {24    "format": "NPZ",25    "protocol": "pbl_emulator_synthetic_v1",26    "split": "chronological 70/15/15 percent",27    "interval_hours": 3,28    "input_shape": ["N", 16],29    "target_shape": ["N", 17, 5],30    "input_variables": ["Q2", "T2", "U10", "V10", "GRDFLX", "SWDOWN", "GLW", "LH", "HFX", "PBLH", "UST", "TSK", "TSLB", "SMOIS", "Ug", "Vg"],31    "output_variables": ["U", "V", "W", "tk", "QVAPOR"],32    "metadata": ["timestamps_hours", "virtual_heights_m", "synthetic_pblh_m"],33    "synthetic": true34  },35  "configuration_sources": [36    "conf/config.yaml",37    "model/pbl_emulator.py",38    "scripts/fake_data.py",39    "scripts/train.py",40    "scripts/inference.py",41    "scripts/result.py"42  ]43}44