A Coarsening Operator for the Optimal Preconditioning of Dirichlet and Neuman Domain Decomposition Methods: Application to Problems with Coefficient Jumps and Bad Subdomain Aspect Ratios Charbel Farhat Department of Aerospace Engineering Sciences and Center for Space Structures and Controls University of Colorado at Boulder Boulder, CO 80309-0429, U. S. A. Daniel Rixen Laboratoire de Techniques Aeronautiques et Spatiales Universite de Liege Rue Ernest Solvay, 21, B-4000 Liege, Belgium We present an optimal preconditioning scheme for the Dual Schur Complement and Balancing domain decomposition methods that addresses the problems of coefficient jumps and bad subdomain aspect ratios. This preconditioner is derived from energy principles and embeds a coarse problem that propagates the error globally and accelerates convergence. The resulting domain decomposition method is illustrated with the solution of several realistic large-scale problems arising from the finite element discretization of structural and solid mechanics applications, and its optimal convergence rate is demonstrated for arbitrary mesh partitions and heterogeneous structures.