| { |
| "model_name": "CRAI-ClimateExtremes", |
| "model_type": "crai_climateextremes", |
| "architectures": ["CRAIClimateExtremes"], |
| "framework": "PyTorch", |
| "domain": "earth-science", |
| "task": "climate-extreme-index-reconstruction", |
| "implementation": { |
| "entry_point": "model/crai_climateextremes.py", |
| "scope": "core-method and full-grid reduced-sample 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", 2, 144, 192], |
| "output_shape": ["B", 1, 144, 192], |
| "core": "partial-convolution U-Net with mask propagation and skip connections", |
| "output_range_percent": [0, 100] |
| }, |
| "data": { |
| "dataset": "HadEX-CAM and CMIP6-derived extreme indices", |
| "format_version": "1.0", |
| "resolution_degrees": [1.25, 1.875], |
| "indices": ["TX90p", "TN90p", "TX10p", "TN10p"], |
| "input_layout": "BCHW", |
| "synthetic": true |
| }, |
| "configuration_sources": [ |
| "conf/config.yaml", |
| "model/crai_climateextremes.py", |
| "scripts/fake_data.py", |
| "scripts/train.py", |
| "scripts/inference.py", |
| "scripts/result.py" |
| ] |
| } |
|
|
