Author

Si-Jie Chen

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#machine learning Preprint Sep 2026

TC-Next: Zero-Shot Multimodal Cyclone Forecasting

We present TropicalCycloneNext (TC-Next), a multimodal deep learning model that forecasts tropical cyclone track and intensity at $6$-$24$ h leads by leveraging a foundation model's forecast fields of atmospheric kinematic and thermodynamic fields and GridSat infrared satellite imagery. Trained only on GraphCast foreca...

Zhe Wang, Si-Jie Chen, Yi-Ming Luo et al. · 0 citations