A one-shot overlapping Schwarz method for component-based model reduction: application to nonlinear elasticity
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We propose a component-based (CB) parametric model order reduction (pMOR) formulation for parameterized nonlinear elliptic partial differential equations (PDEs) based on overlapping subdomains. Our approach reads as a constrained optimization statement that penalizes the jump at the components' interfaces subject to the approximate satisfaction of the PDE in each local subdomain. Furthermore, the approach relies on the decomposition of the local states into a port component – associated with the solution on interior boundaries – and a bubble component that vanishes at ports: this decomposition allows the static condensation of the bubble degrees of freedom and ultimately allows to recast the constrained optimization statement into an unconstrained statement, which reads as a nonlinear least-square problem and can be solved using the Gauss-Newton method. We present thorough numerical investigations for a two-dimensional neo-Hookean nonlinear mechanics problem to validate our proposal; we further discuss the well-posedness of the mathematical formulation and the a priori error analysis for linear coercive problems.
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