A semiconductor device includes a substrate and a fin structure. The fin structure includes a first semiconductor layer on the substrate, and a stack of one or more semiconductor layer structures. Each of the semiconductor layer structures includes a first insulator layer and a second semiconductor layer on the first insulator layer, the first and second semiconductor layers having a same semiconductor compound.