{ "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" ] }