We report the lattice dynamic properties of CaF2 and CeO2 obtained using a direct method in combination of a mixed-space approach accounting for the vibration-induced dipole-dipole interactions. We overcame the overestimation of T1u TO mode shown in prior calculations using the linear response theory. For CaF2, we employed the Perdew-Burke-Ernzerhof functional and achieved a significant improve...