Causal Discovery in Nonlinear Dynamical Systems using Koopman Operators

Adam Rupe, Derek DeSantis, Craig Bakker +2

We present a theory of causality in dynamical systems using Koopman operators. Our theory is grounded on a rigorous definition of causal mechanism in dynamical systems given in ter…