As a simpler alternative to the solution of eq. ( ) for the calculations of the transition probabilities in eq. ( ), it is possible to obtain approximate transition probabilities from Landau-Zener-Stückelberg (LZ) theory for non-adiabatic transitions. In the CPMD package, such probabilities are computed directly from the knowledge of the energy of the adiabatic electronic states as,