In one aspect, a device includes a gallium nitride (GaN) layer, a first diamond layer disposed on the GaN layer, a gate structure disposed in contact with the GaN layer and the first diamond layer, and a second diamond layer having a first thermal conductivity and disposed on a second surface of the GaN layer. The gate and the first diamond layer are disposed on a first surface of the GaN layer opposite the second surface of the GaN layer.