In the field of nonlinear dynamical systems, Generative Manifold Networks (GMN) have emerged as a powerful tool for modeling complex behaviors. GMN is a generalization of traditional nonlinear dynamical systems, extending the concept from a single state-space to an interconnected network of operators. In this article, we will explore the concept of GMN and discuss …