Radiation damage is primarily caused by the interaction of high-energy particles with the atoms in the catalyst material. These interactions can lead to the displacement of atoms, breaking of chemical bonds, and formation of defects in the crystal lattice. In some cases, the electronic structure of the catalyst can also be altered, impacting its catalytic performance.