2 papers
physics.ao-ph2025
Using Generative Models to Produce Realistic Populations of UK Windstorms
Yee Chun Tsoi, Kieran M. R. Hunt, Len Shaffrey +3
This study evaluates the potential of generative models, trained on historical ERA5 reanalysis data, for simulating windstorms over the UK. Four generative models, including a stan…
physics.ao-ph2025
Analogue Forecast System for Daily Precipitation Prediction Using Autoencoder Feature Extraction: Application in Hong Kong
Yee Chun Tsoi, Yu Ting Kwok, Ming Chun Lam +1
In the Hong Kong Observatory, the Analogue Forecast System (AFS) for precipitation has been providing useful reference in predicting possible daily rainfall scenarios for the next…