Inferring Causal Networks of Dynamical Systems through Transient Dynamics and Perturbation

George Stepaniants, Bingni W. Brunton, J. Nathan Kutz

Inferring causal relations from time series measurements is an ill-posed mathematical problem, where typically an infinite number of potential solutions can reproduce the given dat…