The atomically ordered crystalline pores of zeolites endow membranes made from zeolites with many desirable properties. We present a theoretical framework that allows predictions of singlecomponent permeance through zeolite membranes directly from atomistic models of the adsorbate and zeolite. In contrast to previous atomistic approaches to zeolite membranes, this framework does not attempt to include an entire membrane in a single nonequilibrium atomistic simulation. Rather, equilibrium molecular simulations are used to derive those data necessary for solving a general macroscopic description of molecular transport through a membrane. This approach allows the behavior of membranes of realistic thicknesses to be assessed over a broad range of temperatures and pressures. To illustrate this new framework, the steady-state permeances of Xe through an AlPO 4 -31 membrane and CF 4 through an AlPO 4 -5 membrane are predicted directly from atomistic models of these systems.