Provided is a method of forming a nanowire-based device. The method includes forming a first mask layer over a substrate; forming a first opening in the first mask layer; growing a first nanowire that protrudes through the first opening in the first mask layer, wherein the first nanowire has a first diameter; removing the first mask layer; oxidizing a sidewall of the first nanowire; etching the oxidized sidewall of the first nanowire; forming a second mask layer overlaying the substrate; removing the first nanowire thereby forming a second opening in the second mask layer; and growing a second nanowire that protrudes through the second opening in the second mask layer, wherein the second nanowire has a second diameter and the second diameter is different than the first diameter.