Overview This master’s thesis, titled Predictability of complex networks by Xuetong Zhao, investigates the fundamental question of how predictable the behavior and evolution of complex networks are. Complex networks—such as social, biological, and technological systems—exhibit intricate structures and dynamic behaviors that challenge traditional analytical methods.