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20242026
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cs.CE2026

Gradient-Informed Machine Learning in Electromagnetics

Matteo Zorzetto, Merle Backmeyer, Michael Wiesheu +3

Simulation techniques such as the finite element method are essential for designing electrical devices, but their computational cost can be prohibitive for repeated or real-time co…

cs.CE2025

Block Structure Preserving Model Order Reduction for A-EFIE Integral Equation Method

Riccardo Torchio, Sebastian Schöps, Francesco Lucchini

A Block Structure Preserving Model Order Reduction approach is proposed for Integral Equations methods based on the Augmented Electric Field Integral Equation. This approach allows…

cs.CE2024

A Mixed Tree-Cotree Gauge for the Reduced Basis Approximation of Maxwell's Eigenvalue Problem

Anna Ziegler, Sebastian Schöps

Model order reduction methods are a powerful tool to drastically reduce the computational effort of problems which need to be evaluated repeatedly, i.e., when computing the same sy…

cs.CE2024

A Low-Frequency-Stable Higher-Order Isogeometric Discretization of the Augmented Electric Field Integral Equation

Maximilian Nolte, Riccardo Torchio, Sebastian Schöps +3

This contribution investigates the connection between isogeometric analysis and integral equation methods for full-wave electromagnetic problems up to the low-frequency limit. The…

cs.CE2024

Isogeometric Shape Optimization of Multi-Tapered Coaxial Baluns Simulated by an Integral Equation Method

Boian Balouchev, Jürgen Dölz, Maximilian Nolte +2

We discuss the advantages of a spline-based freeform shape optimization approach using the example of a multi-tapered coaxial balun connected to a spiral antenna. The underlying si…