An adaptive space-time Newton-Galerkin approach for semilinear singularly perturbed parabolic evolution equations
Amrein, Mario ; Wihler, Thomas P.
In: IMA Journal of Numerical Analysis, 2017, vol. 37, no. 4, p. 2004-2019
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- In this article, we develop an adaptive procedure for the numerical solution of semilinear parabolic problems with possible singular perturbations. Our approach combines a linearization technique using Newton's method with an adaptive discretization—which is based on a spatial finite element method and the backward Euler time-stepping scheme—of the resulting sequence of linear problems. Upon deriving a robust a posteriori error analysis, we design a fully adaptive Newton-Galerkin time-stepping algorithm. Numerical experiments underline the robustness and reliability of the proposed approach for various examples.