The technology presents an innovative approach to fabricate GaN-on-diamond (and other semiconductor-on-diamond) wafers without the need for wafer bonding, which traditionally involves a dielectric layer that compromises thermal conductivity. By eliminating the use of low thermally conductive dielectric layers in the wafer bonding process, this invention significantly improves the thermal properties of the resulting wafers.