Parallel Multigrid Methods Dr. Jim E. Jones Center for Applied Scientific Computing Lawrence Livermore National Laboratory Computer simulations play an increasingly important role in scientific investigations, supplementing (and in some cases, supplanting) traditional experiments. These simulations of complex three-dimensional phenomenon are possible, in part, because of the dramatic increase in computing power provided by large parallel machines. Although parallel processing is necessary for the numerical solution of these problems, it is not sufficient; one also needs scalable numerical algorithms. By "scalable" we generally mean the ability to use additional computational resources effectively to solve increasingly larger problems. This talk will discuss the parallel multigrid solvers work being done within CASC. This work is aimed at providing scalable linear solvers for use in these large simulation codes. I will begin with a brief discussion of the basic multigrid algorithm. In the main part of the talk, I will discuss some of the CASC research efforts to develop multigrid solvers for difficult physics simulations.