From Ordinary Differential Equations to Structural Causal Models: the
  deterministic case
  We show how, and under which conditions, the equilibrium states of a
first-order Ordinary Differential Equation (ODE) system can be described with a
deterministic Structural Causal Model (SCM). Our exposition sheds more light on
the concept of causality as expressed within the framework of Structural Causal
Models, especially for cyclic models.
