Limits of Learning Linear Dynamics from Experiments

Aybüke Ulusarslan, Niki Kilbertus, Nora Schneider

Learning governing dynamics from data is a common goal across the sciences, yet it is only well-posed when the underlying mechanisms are identifiable. In practice, many data-driven…