Classical statistical mechanics due to Boltzmann and Gibbs is one of the cornerstones of modern physics.
Boltzmann (1867) linked macroscopic properties of a phenomenon (temperature, entropy) to microscopic probabilities to lay the foundations for the contemporary subdiscipline of statistical mechanics.
Subsequently, this has become an extremely powerful tool for a variety of problems.