Multigrid as a Preconditioner for Conjugate Gradients in the Numerical Simulation of Groundwater Flow on the Cray T3D Massively Parallel Computer S. F. Ashby and R. D. Falgout Abstract The numerical simulation of groundwater flow plays an important role in the modeling of various environmental remediation procedures. In this paper, we will discuss the use of multigrid as a preconditioner for conjugate gradients in the computation of the fluid pressure for single phase, saturated flow. The problems of interest are three-dimensional, and the subsurface medium is heterogeneous in composition and spatial distribution. To adequately resolv e the fine-scale heterogeneities (which can have a profound impact on contaminant migration), it is necessary to use computational grids with millions of spatial zones. We will investigate the effect of different smoothers, boundary condition types, and coarse grid operators on the convergence of the MGCG solver in the context of this application area. In addition, we will demonstrate the code's scalability on the Cray T3D and show a video that summarizes the role of this type of simulation in environmental modeling.