Underlying all complex multiphysics simulations are even more complex mathematical algorithms that solve the equations describing movement of physical phenomena--for instance, the radiation diffusion and burning plasma processes inherent in fusion reactions. Preconditioned solvers are often used in these algorithms to transform a problem so that it quickly and accurately converges to a solution.