Transition probabilities can be calculated using quantum mechanical methods, statistical mechanics, and molecular dynamics simulations. These calculations often involve determining the potential energy surfaces and identifying the transition states. Software tools and computational models play a crucial role in these calculations, providing insights into the reaction mechanisms and helping in the design of more efficient catalysts.