Deterministic chaos refers to a phenomenon in dynamic systems where outcomes are highly sensitive to initial conditions, making long-term prediction difficult, even though the underlying system is governed by deterministic rules. It plays a significant role in various fields, including physics, biology, economics, and meteorology, where it helps to explain complex behavior in seemingly random systems. Chaos theory provides insights into the structure and behavior of systems that can appear unpredictable, revealing underlying patterns and correlations.