Fa-Lin Zhou

MFDNet: Adaptive Multi‐scale Frequency Decomposition Network for Long‐term Time Series Forecasting

Long‐term time series forecasting (LTSF) plays a crucial role in practical applications such as power dispatching, financial market analysis, and climate prediction. To tackle core challenges in LTSF, including the difficulty of capturing nonlinear patterns and insufficient multi‐scale feature extraction, we propose a...