“…Finally, we were able to consider integer degrees of regularity only in theorems 5.9 and 5.13 (s ∈ {1 : k}). This stems from the same deficiency in lemma A.2 and further improvements are left as future work as well as extensions to more specific and varied Maxwell variational problems such as problems in periodic media, FEM/BEM couplings and applications in uncertainty quantification [6,5,36]. and, for any pair i, j ∈ {1 : 3}, it holds that…”
“…Finally, we were able to consider integer degrees of regularity only in theorems 5.9 and 5.13 (s ∈ {1 : k}). This stems from the same deficiency in lemma A.2 and further improvements are left as future work as well as extensions to more specific and varied Maxwell variational problems such as problems in periodic media, FEM/BEM couplings and applications in uncertainty quantification [6,5,36]. and, for any pair i, j ∈ {1 : 3}, it holds that…”
“…Future work considers: (i) including cut-off frequencies in our analysis, (ii) extending our results to three dimensional Helmholtz equations and Maxwell's equations on periodic domains and (iii) applications in uncertainty quantification [40] and shape optimization [6]. Each of these subfigures present error convergence curves for the two scenarios of refraction indices considered and specified in Table 1.…”
Section: Discussionmentioning
confidence: 99%
“…Current highly demanding operation conditions for such devices require solving thousands of specific settings for design optimization or the quantification of shape or parameter uncertainties in the relevant quantities of interest, challenging the scientific computing community to continuously develop ever more efficient, fast and robust solvers (cf. [8,18,31,39,40] and references therein). Assuming impinging time-harmonic plane waves, scattered and transmitted fields have been solved by a myriad of mathematical formulations and associated solution schemes.…”
Section: Introductionmentioning
confidence: 99%
“…[2,4,9,11,21,33]), pure or coupled implementations of finite and boundary element methods (cf. [3,4,22,34,40] or [36,Chapter 5]) and Nyström methods [15,17,19,24,30].…”
We present a fast spectral Galerkin scheme for the discretization of boundary integral equations arising from two-dimensional Helmholtz transmission problems in multi-layered periodic structures or gratings. Employing suitably parametrized Fourier basis and excluding cut-off frequen- cies (also known as Rayleigh-Wood frequencies), we rigorously establish the well-posedness of both continuous and discrete problems, and prove super-algebraic error convergence rates for the proposed scheme. Through several numerical examples, we confirm our findings and show performances competitive to those attained via Nystr\"om methods.
“…Yet, direct numerical approximation of these tensor systems gives rise to the infamous curse of dimensionality. This can be, in turn, remedied by applying the general sparse tensor approximation theory originally developed by von Petersdorff and Schwab [35], and which has multiple applications ranging from diffraction by gratings [29] to neutron diffusion [14] problems. In our case, numerically, we will employ the Galerkin boundary element method (BEM) to solve the arising first kind BIEs.…”
We consider the numerical solution of time-harmonic acoustic scattering by obstacles with uncertain geometries for Dirichlet, Neumann, impedance and transmission boundary conditions. In particular, we aim to quantify diffracted fields originated by small stochastic perturbations of a given relatively smooth nominal shape. Using first-order shape Taylor expansions, we derive tensor deterministic first kind boundary integral equations for the statistical moments of the scattering problems considered. These are then approximated by sparse tensor Galerkin discretizations via the combination technique (Griebel et al. [18,19]). We supply extensive numerical experiments confirming the predicted error convergence rates with poly-logarithmic growth in the number of degrees of freedom and accuracy in approximation of the moments. Moreover, we discuss implementation details such as preconditioning to finally point out further research avenues.
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