In this Element, the authors investigate the philosophical and foundational issues that arise in statistical mechanics . They introduce the theoretical approaches in SM, Boltzmannian SM and Gibbsian SM, and discuss how they conceptualise equilibrium and explain the approach to it. This title is also available as Open Access on Cambridge Core.