Density functional theory is a standard tool for computing energies (eigenvalues) throughout chemistry and in many parts of physics and materials science. I will present the basics of the subject and then show how semiclassical analysis can improve the accuracy of its results. Specifically, we compensate errors in approximate density functionals using a normalization correction derived from semiclassical spectral asymptotics.