Koopman Lifting with Certified Error Bounds for Joint Inference in Nonlinear Networks

Chuansen Peng, Xiaojing Shen, Yunmin Zhu

Jointly inferring latent node states and unknown network topology in nonlinear graphical dynamical systems is a fundamental yet largely unsolved problem, where the mutual entanglem…