{ "framework": "PyTorch", "task": "atmospheric subgrid-process parameterization", "model": "NNCAM", "input_format": "NF: atmospheric column state [N,94]", "protocol": "SPCAM-supervised offline tendency prediction and engineering column diagnostics", "default_config": "conf/config.yaml", "training": "scripts/train.py", "inference": "scripts/inference.py", "evaluation": "scripts/result.py", "visualization": "scripts/result.py" }