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Statistical mechanics is a branch of theoretical physics that connects the microscopic properties of individual atoms and molecules to the macroscopic properties of materials and systems. It provides a framework for understanding thermodynamics in terms of the behavior of large numbers of particles, allowing for predictions about bulk properties based on the statistical behavior of microscopic states.