A method of processing a substrate is provided. The method includes: providing a substrate, wherein the substrate includes a silicon layer; etching the substrate to form a cavity; filling a first conductor in part of the cavity; performing a first thermal treatment on the first conductor; filling a second conductor in the cavity to fill-up the cavity; and performing a second thermal treatment on the first conductor and the second conductor.