Linear scaling causal discovery from high-dimensional time series by dynamical community detection

Matteo Allione, Vittorio Del Tatto, Alessandro Laio

Understanding which parts of a dynamical system cause each other is extremely relevant in fundamental and applied sciences. However, inferring causal links from observational data,…