OneScience-Group/CRAI-ClimateExtremes

1{2  "model_name": "CRAI-ClimateExtremes",3  "model_type": "crai_climateextremes",4  "architectures": ["CRAIClimateExtremes"],5  "framework": "PyTorch",6  "domain": "earth-science",7  "task": "climate-extreme-index-reconstruction",8  "implementation": {9    "entry_point": "model/crai_climateextremes.py",10    "scope": "core-method and full-grid reduced-sample 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", 2, 144, 192],18    "output_shape": ["B", 1, 144, 192],19    "core": "partial-convolution U-Net with mask propagation and skip connections",20    "output_range_percent": [0, 100]21  },22  "data": {23    "dataset": "HadEX-CAM and CMIP6-derived extreme indices",24    "format_version": "1.0",25    "resolution_degrees": [1.25, 1.875],26    "indices": ["TX90p", "TN90p", "TX10p", "TN10p"],27    "input_layout": "BCHW",28    "synthetic": true29  },30  "configuration_sources": [31    "conf/config.yaml",32    "model/crai_climateextremes.py",33    "scripts/fake_data.py",34    "scripts/train.py",35    "scripts/inference.py",36    "scripts/result.py"37  ]38}39