Phonons are crucial for understanding thermal properties at the nanoscale. High thermal conductivity materials are essential for heat dissipation in nanoelectronics, while low thermal conductivity materials are useful in thermoelectric applications. Techniques like Raman Spectroscopy and Time-Domain Thermoreflectance are used to study phonon transport.