A collaboration with industry to apply new computational techniques to the problem of more accurately predicting relative permeability for application in simulation of waterflooding and other enhanced oil recovery processes. A novel computational tool developed at Los Alamos is used for modeling pore scale phenomena and studying the scaling of these phenomena from the micro scale to the continuum scale.