The Kolmogorov Forward Equations, also known as the Fokker-Planck equations, describe the time evolution of the probability density function of the state of a stochastic process. They are fundamental in the study of continuous-time Markov processes and are used extensively in fields like physics, finance, and biology to model systems influenced by random fluctuations.