2 papers
math.DS2024
Distributed Identification of Stable Large-Scale Isomorphic Nonlinear Networks Using Partial Observations
Chunhui Li, Chengpu Yu
Distributed parameter identification for large-scale multi-agent networks encounters challenges due to nonlinear dynamics and partial observations. Simultaneously, ensuring the sta…
stat.ME2023
Sparse plus low-rank identification for dynamical latent-variable graphical AR models
Junyao You, Chengpu Yu
This paper focuses on the identification of graphical autoregressive models with dynamical latent variables. The dynamical structure of latent variables is described by a matrix po…