Robust control design frequently necessitates a in-depth understanding of system state transitions. To achieve this, accurate modeling of the network's transition profiles is crucial. Numerous techniques exist for modeling these profiles, ranging from empirical approaches to advanced dynamical system representations. The selection of an appropriate