===affil2: Oak Ridge National Laboratory ===firstname: Rahul ===firstname4: ===firstname3: Srdjan ===lastname2: Philip ===lastname: Sampath ===firstname5: ===affil6: ===lastname3: Simunovic ===email: sampathrs@ornl.gov ===lastname6: ===affil5: ===otherauths: ===lastname4: ===affil4: ===lastname7: ===affil7: ===firstname7: ===postal: Oak Ridge National Laboratory 1 Bethel Valley Road, Oak Ridge, TN - 37830 ===firstname6: ===ABSTRACT: We will present a new preconditioner to solve the linear systems of equations arising from the discretization of elliptic partial differential equations (PDEs) using the finite element method. This is a recursive algorithm that uses (a) non-overlapping domain decomposition, (b) Schur decomposition, (c) Krylov subspace method and (d) a fast solver such as multigrid. We will also describe the parallel implementation of this algorithm. Although the algorithm is general enough to be applied to solve a wide variety of elliptic PDEs, we will focus on a model Poisson problem for demonstration purposes. The algorithm can also be extended to other discretizations such as finite difference or finite volume methods. ===affil3: Oak Ridge National Laboratory ===lastname5: ===affilother: ===title: Recursive Schur Decomposition ===firstname2: Bobby