{
  "model_name": "NowcastNet",
  "model_type": "nowcastnet",
  "architectures": [
    "Net"
  ],
  "framework": "PyTorch",
  "domain": "atmosphere",
  "task": "extreme-precipitation-nowcasting",
  "implementation": {
    "entry_point": "model/nowcastnet.py",
    "scope": "evolution and generative networks for radar precipitation nowcasting"
  },
  "architecture": {
    "family": "physics-guided evolution network plus conditional generative network",
    "input_length": 9,
    "total_length": 29,
    "prediction_length": 20,
    "image_shape": [
      512,
      512
    ],
    "input_channels": 1,
    "base_channels": 32,
    "noise_channels": 32
  },
  "data": {
    "dataset": "MRMS",
    "protocol": "synthetic_radar_precipitation",
    "scale_divisor": 10.0,
    "offset": 3.0,
    "clip_max": 128.0
  },
  "configuration_sources": [
    "conf/config.yaml",
    "model/nowcastnet.py",
    "model/evolution_network.py",
    "model/generative_network.py"
  ]
}