Aluminum nitride (AlN) stands as a cornerstone material in modern electronic and deep ultraviolet optoelectronic devices. However, the lack of homogeneous substrate makes the heteroepitaxy on foreign substrates mainstream but poses significant challenges in lattice and thermal mismatch.