ML4WX

Extremes & hazards

A Physics-informed Deep-learning Intensity Prediction Scheme for Tropical Cyclones over the Western North Pacific

Yitian Zhou, Ruifen Zhan, Yuqing Wang, Peiyan Chen, Zhe‐Min Tan, Zhipeng Xie, Xiuwen Nie

Advances in Atmospheric Sciences · · China Meteorological Administration (CMA), Fudan University (FuXi)

Paper

In one sentence. Physics-informed deep learning scheme predicts western North Pacific tropical cyclone intensity; abstract unavailable, so details are limited.

Labels

Topic
Extremes & hazards
Type
New model or method
Method
Physics-informed / physics-constrained
Time scale
6 h–3 days
Domain
Regional
Data
Other
Status
Research
Identifiers
DOI:10.1007/s00376-024-3282-z OpenAlex:W4398137560
Added
2026-10-22

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