DMamba: Decomposition-enhanced Mamba for Time Series Forecasting

Ruxuan Chen, Fang Sun

State Space Models (SSMs), particularly Mamba, have shown potential in long-term time series forecasting. However, existing Mamba-based architectures often struggle with datasets c…