OneScience-Group/FourCastNet

1{2  "model_name": "FourCastNet",3  "model_type": "fourcastnet",4  "architectures": [5    "FourCastNet"6  ],7  "framework": "PyTorch",8  "domain": "atmosphere",9  "task": "global-weather-forecasting",10  "implementation": {11    "entry_point": "model/fourcastnet.py",12    "scope": "repository AFNO implementation"13  },14  "architecture": {15    "family": "adaptive Fourier neural operator",16    "model_grid_shape": [17      720,18      144019    ],20    "patch_size": [21      8,22      823    ],24    "input_channels": 19,25    "output_channels": 19,26    "embedding_size": 768,27    "depth": 12,28    "mlp_ratio": 4.0,29    "afno_channel_blocks": 8,30    "sparsity_threshold": 0.01,31    "hard_thresholding_fraction": 1.032  },33  "data": {34    "dataset": "ERA5",35    "nominal_spatial_resolution_degrees": 0.25,36    "time_step_hours": 6,37    "pressure_levels_hpa": [38      50,39      500,40      850,41      100042    ]43  },44  "configuration_sources": [45    "model/fourcastnet.py",46    "conf/config.yaml"47  ]48}49