In the realm of nanotechnology, phonons are particularly significant because they influence the thermal properties of nanomaterials. At the nanoscale, the behavior of phonons can deviate considerably from their behavior in bulk materials. This deviation can impact the efficiency and performance of nano-devices, making it crucial to understand and control phonon dynamics.