===affil2: Sandia National Laboratories ===firstname: Christopher ===firstname4: ===firstname3: Oksana ===lastname2: Bochev ===lastname: Siefert ===firstname5: ===affil6: ===lastname3: Guba ===email: csiefer@sandia.gov ===lastname6: ===affil5: ===otherauths: ===lastname4: ===affil4: ===lastname7: ===affil7: ===firstname7: ===postal: Sandia National Laboratories, P.O. Box 5800, MS 1323, Albuquerque, NM 87185-1323 ===firstname6: ===ABSTRACT: We present a mimetic least squares method for Darcy flow, using nodal elements for pressure and lowest order face elements for the fluxes. Because the pressure and flux are not subject to a joint inf-sup condition, we can choose the discrete spaces independently. The choice of a face element discretization for the fluxes gives us a method with improved stability, accuracy and conservation properties. The mimetic least-squares functional is norm-equivalent to a norm on $H^1(\Omega)\times H(div)$. As a result, the associated linear system, though positive definite, has a 2x2 block structure, where one diagonal element is a nodal Laplacian, and the other is a grad-div problem. Owing to the norm-equivalence of the least-squares functional, the system can be effectively preconditioned by its diagonal. We treat the least-squares algebraic equations with smoothed aggregation algebraic multigrid and the latter with the compatible gauge approach of Bochev et al. [1]. The structure of the equations allows us to combine these into a simple block preconditioner. We demonstrate good algorithmic and parallel scalability of our problem on up to 17,000 cores on NERSC's hopper machine. [1] P. Bochev, C. Siefert, R. Tuminaro, J. Xu and Y. Zhu. Compatible Gauge Approaches for H(div) Equations. Technical Report, SAND 2007-5384P, Sandia National Laboratories, August 2007. ===affil3: Sandia National Laboratories ===lastname5: ===affilother: ===title: Mimetic Least Squares Methods with Preconditioners for Darcy Flow ===firstname2: Pavel