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The Log-Periodic Power Law (LPPL) model is a mathematical framework used to describe and predict the behavior of complex systems that exhibit critical points, such as financial markets, earthquakes, or material failures. It combines power-law growth with periodic oscillations that accelerate as the system approaches a critical time, often interpreted as a tipping point or crash.