Statistical mechanics bridges microscopic particle behavior with macroscopic physical properties, allowing for the prediction of large-scale system behaviors from individual particle interactions. By applying probability and statistics to particles' motions and energies, it explains thermodynamic phenomena like temperature, pressure, and entropy. This approach enables scientists to derive laws for systems with vast numbers of particles, providing insight into phase transitions, equilibrium states, and fluctuations within physical systems.