Advances in theoretical methodologies and computational power in the last fifteen years have enabled the prediction of phonon properties with high resolution and fidelity. Notably, the use of molecular dynamics simulations, lattice dynamics calculations, density functional theory calculations, and the Boltzmann transport equation have led to thermal conductivity predictions in agreement with experimental measurements for a wide range of materials and a deeper understanding of the underlying...