A method of forming a semiconductor device that includes providing a first stack of nanosheets having a first thickness and a second stack of nanosheets having a second thickness; and forming a oxide layer on the first and second stack of nanosheets. The oxide layer fills a space between said nanosheets in the first stack, and is conformally present on the nanosheets in the second stack. The method further includes forming a work function metal layer on the first and second stack of nanosheets. In some embodiments, the work function metal layer is present on only exterior surfaces of the first stack to provide a single gate structure and is conformally present about an entirety of the nanosheets in the second stack to provide a multiple gate structure.