The Boltzmann Distribution formula is given by P(E) = (1/Z) * e^(-E/kT), where P(E) is the probability of the energy state E, Z is the partition function, e is the base of the natural logarithm, E is the energy of the state, k is the Boltzmann constant, and T is the temperature.