I will review a class of absorbing boundary conditions, based on absorbing layers, for hyperbolic and elliptic partial differential equations posed on open domains. The effect of numerical discretization on their performance will be explored and comparisons to exact absorbing boundary conditions (Dirichlet-to-Neumann maps) will be shown. Finally, energy estimates will be derived for the solution in these layers. Future directions will be briefly discussed.