National Forecasting Centre to integrate AI into tropical cyclone forecasting
The Hà Nội University of Science and Technology's Institute for Research and Application of Artificial Intelligence, alongside relevant units, have been told to work closely with the National Centre for Hydro-Meteorological Forecasting to integrate artificial intelligence (AI) into the forecasting of tropical cyclones ahead of the 2025 rainy and storm season.
[...]
The deep learning model, which used the Transformer architecture and model calibration techniques, was aimed at predicting cyclone intensity up to 24 hours in advance.
Preliminary results indicated that the model significantly outperformed existing forecasting methods.
[...]
However, he noted that the model had not yet reached the level of comparison with the global and regional models currently used at the National Centre for Hydro-Meteorological Forecasting.
[...]