Computational Homogenization in 3D Magnetostatics using E3C Hyper-Reduction

Abstract

The recently published hyper-reduction method "Empirically Corrected Cluster Cubature" (E3C) is for the first time applied in three dimensions (here magnetostatics). The method is verified to give accurate results even for a small number of integration points, such as 15 for 3D microstructure simulations. The influence of the number of snapshots and modes, as well as the number of integration points, is investigated and the set with the best performance is selected, showing hyper-reduction errors of less than 1%. Exemplary simulations, including a two-scale simulation are considered illustrating the performance of the E3C method for 3D simulations.