Xiao-Xiao Wu

Adaptive temporal feature extraction and prediction model optimization for extreme weather early warning

Extreme weather events pose significant threats to human life, infrastructure, and socio-economic stability, necessitating accurate and timely forecasting methods. Traditional time-series prediction models, such as recurrent and convolutional architectures, face limitations in handling non-stationary signals and abrupt...