Doping by capping layers followed by thermal diffusion is an effective way to improve electromigration reliability in Cu interconnects and extend the lifetime of electronic devices. However. the dopant atoms will cause extra electron scattering. exacerbating the interconnect resistivity issues. https://www.roneverhart.com/SERPENT-CARBON/