Deep Koopman operator framework for causal discovery in nonlinear dynamical systems

Juan Nathaniel, Carla Roesch, Jatan Buch +4

We use a deep Koopman operator-theoretic formalism to develop a novel causal discovery algorithm, Kausal. Causal discovery aims to identify cause-effect mechanisms for better scien…