Causal-oriented representation learning for time-series forecasting based on the spatiotemporal information transformation

Dynamic causation based on delay embedding scheme

According to dynamical systems theory, a necessary condition for two variables (e.g., \(a\) and \(b\)) to be causally linked is that they belong to the same dynamic system, meaning that they share…