Pangu TC Adapter¶

Overview¶

pangu_tc adds a second foundation-weather reference path behind the shared tropical-cyclone evaluator.

At a Glance¶

Hazard Family

Tropical Cyclone

Public catalog grouping used for this model.

Maturity

Experimental Adapter

Catalog maturity label used on the index page.

Tasks

Track + Intensity

Benchmark Family

Tropical Cyclone Benchmark

Primary benchmark-family link used for compatible evaluation coverage.

Description¶

pangu_tc adds a second foundation-weather reference path behind the shared tropical-cyclone evaluator.

The implementation is intentionally lightweight and should be interpreted as an adapter contract for forecast-field driven storm evaluation.

Benchmark Compatibility¶

Primary benchmark family: Tropical Cyclone Benchmark

Mapped benchmark ecosystems: IBTrACS

External References¶

Paper: Accurate medium-range global weather forecasting with 3D neural networks | Repo: Repository

Registry Name¶

Primary entrypoint: pangu_tc

Supported Tasks¶

Track + Intensity

Programmatic Use¶

import torch
from pyhazards.models import build_model

model = build_model(name="pangu_tc", task="regression", input_dim=8, horizon=5)
preds = model(torch.randn(2, 6, 8))
print(preds.shape)

Notes¶

Experimental adapter: intended for shared-evaluator prototyping rather than exact weather-model parity.