Electron orbitals are regions in an atom where there is a high probability of finding electrons. In catalysis, the shape and energy of these orbitals play a crucial role in determining how reactants interact with the catalyst. Quantum mechanical calculations can predict the orbital overlaps and the activation energy required for a reaction to proceed, which is essential for understanding the catalytic mechanism.