{
  "model_name": "PINN-TC",
  "model_type": "pinn_tc",
  "architectures": [
    "PINNTC"
  ],
  "framework": "PyTorch",
  "domain": "tropical cyclone dynamics",
  "task": "continuous-domain tropical-cyclone field reconstruction",
  "implementation": {
    "entry_point": "model/pinn-tc.py",
    "scope": "Core-method and full-data-dimension reduced-scale end-to-end 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": {
    "inputs": ["y", "x", "t", "p"],
    "outputs": ["u", "v", "geopotential", "omega"],
    "supervised_outputs": ["u", "v", "geopotential"],
    "pde_constrained_output": "omega",
    "activation": "tanh",
    "engineering_model": {"width": 16, "depth": 2},
    "paper_models": {
      "2D": {"hidden_layers": 8, "width": 100},
      "3D": {"hidden_layers": 4, "width": 100},
      "real": {"hidden_layers": 4, "width": 50}
    },
    "physics_residuals": ["zonal_momentum", "meridional_momentum", "pressure_continuity"]
  },
  "data": {
    "dataset": "T-SHiELD Hurricane Ida case and NOAA/AOML observations",
    "protocol": "Sparse storm-centered coordinate observations with collocation points over the full continuous domain",
    "format_version": "pinn_tc_v1",
    "input_shape": ["N", 4],
    "output_shape": ["N", 4],
    "dense_output_shape": [251, 251, 44, 3, 4],
    "dense_output_layout": "YXPTV",
    "horizontal_extent_m": [-400000, 400000],
    "horizontal_resolution_km": 3.2,
    "pressure_levels": 44,
    "pressure_range_pa": [15000, 90000],
    "observation_times_s": [-10800, 0, 10800],
    "units": {"u_v": "m s-1", "geopotential": "m2 s-2", "omega": "Pa s-1"}
  },
  "configuration_sources": [
    "conf/config.yaml",
    "model/pinn-tc.py",
    "scripts/fake_data.py",
    "scripts/train.py",
    "scripts/inference.py",
    "scripts/result.py"
  ]
}