Dynamic systems is a conceptual framework and field of study concerned with systems whose state evolves over time according to deterministic or probabilistic rules. It investigates the temporal behavior, stability, and emergent properties of such systems, utilizing mathematical models and computational methods to analyze phenomena characterized by time-dependence, feedback mechanisms, and often non-linear interactions, thereby providing fundamental insights into complex dynamics across diverse scientific and engineering disciplines.