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<!DOCTYPE html>
<html>
<head>
<title>Topic machine</title>
<meta charset="utf-8"/>
<meta name="robots" content="noindex">
<link href="app_1.1.2.css" rel="stylesheet"/>
<link href="theme-3c.css" rel="stylesheet"/>
</head>
<body>
<div id="site">
<!--Zorzetto_2026aa-->
<p style="margin-bottom: 0.2em"><strong>Zorzetto, Matteo ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/backmeyer.en.jsp" target="_top">Backmeyer, Merle</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/wiesheu.en.jsp" target="_top">Wiesheu, Michael</a> ; Torchio, Riccardo ; Dughiero, Fabrizio ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2026):
<em>Gradient-Informed Machine Learning in Electromagnetics.</em>
In: <span class="bibtex-protected">IEEE</span> Transactions on Magnetics, ISSN: 0018-9464, DOI: <a class="link" href="https://doi.org/10.1109/TMAG.2026.3702291" target="_top">10.1109/TMAG.2026.3702291</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2601.18300" target="_top">2601.18300</a>.
[Article]</p>
<!--Komann_2026aa-->
<p style="margin-bottom: 0.2em"><strong>Komann, Theodor ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/wiesheu.en.jsp" target="_top">Wiesheu, Michael</a> ; Ulbrich, Stefan ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a> ; Gangl, Peter</strong>
(2026):
<em>Efficient <span class="bibtex-protected">Pareto</span>-Front Generation for Electric Machines using <span class="bibtex-protected">IGA</span> and Second Order Derivatives.</em>
Cornell University, ARXIV: <a class="link" href="https://arxiv.org/abs/2607.06085" target="_top">2607.06085</a>.
[Preprint].</p>
<!--Hahn_2026ab-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/hahn.en.jsp" target="_top">Hahn, Robert</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2026):
<em>Multi-Level <span class="bibtex-protected">Monte</span> <span class="bibtex-protected">Carlo</span> sampling with Parallel-in-Time Integration for Uncertainty Quantification in Electric Machine Simulation.</em>
In: <span class="bibtex-protected">IEEE</span> Transactions on Magnetics, ISSN: 0018-9464, DOI: <a class="link" href="https://doi.org/10.1109/TMAG.2026.3651851" target="_top">10.1109/TMAG.2026.3651851</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2507.19246" target="_top">2507.19246</a>.
[Article]</p>
<!--Grendas_2026aa-->
<p style="margin-bottom: 0.2em"><strong>Grendas, Andreas ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/wiesheu.en.jsp" target="_top">Wiesheu, Michael</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a> ; Marussig, Benjamin</strong>
(2026):
<em>Adaptive isogeometric analysis with <span class="bibtex-protected">THB</span>-splines and multi-level <span class="bibtex-protected">Bézier</span> extraction for coupled magnetostatics.</em>
In: <span class="bibtex-protected">IEEE</span> Transactions on Magnetics, ISSN: 0018-9464, DOI: <a class="link" href="https://doi.org/10.1109/TMAG.2025.3640276" target="_top">10.1109/TMAG.2025.3640276</a>, accepted.
[Article]</p>
<!--Blumrich_2026aa-->
<p style="margin-bottom: 0.2em"><strong>Blumrich, Leon ; Burkhardt, Yves ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2026):
<em>Characterization of permanent magnet synchronous machines based on semi-analytic model reduction for drive cycle analysis.</em>
In: <em>New Trends in Computational Engineering</em>, Lecture Notes in Computational Science and Engineering, 17–36. Springer.
ISBN: 978-3-032-16252-6, DOI: <a class="link" href="https://doi.org/10.1007/978-3-032-16253-3_2" target="_top">10.1007/978-3-032-16253-3_2</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2501.18200" target="_top">2501.18200</a>.
[In Proceedings]</p>
<!--Blumrich_2025ac-->
<p style="margin-bottom: 0.2em"><strong>Blumrich, Leon ; Burkhardt, Yves ; Geuzaine, Christophe ; Marussig, Benjamin ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/wiesheu.en.jsp" target="_top">Wiesheu, Michael</a></strong>
(2025):
<em>Volumetric Spline Geometries for Finite Elements in Simulation and Optimization of Electric Machines.</em>
In: <em>12th International Conference on Computation in Electromagnetics (<span class="bibtex-protected">CEM</span> 2025)</em>, 1–2.
URL: <a class="link" href="https://infologic.design/CEM2025/Paper%2029%20-%20Leon%20Blumrich.pdf" target="_top">https://infologic.design/CEM2025/Paper%2029%20-%20Leon%20Blumrich.pdf</a>.
[In Proceedings]</p>
<!--Backmeyer_2025ab-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/backmeyer.en.jsp" target="_top">Backmeyer, Merle</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/wiesheu.en.jsp" target="_top">Wiesheu, Michael</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2025):
<em>Learning electromagnetic fields based on finite element basis functions.</em>
In: <span class="bibtex-protected">IEEE</span> Transactions on Magnetics, ISSN: 0018-9464, DOI: <a class="link" href="https://doi.org/10.1109/TMAG.2025.3629546" target="_top">10.1109/TMAG.2025.3629546</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2507.19255" target="_top">2507.19255</a>, accepted.
[Article]</p>
<!--Komann_2024aa-->
<p style="margin-bottom: 0.2em"><strong>Komann, Theodor ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/wiesheu.en.jsp" target="_top">Wiesheu, Michael</a> ; Ulbrich, Stefan ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2024):
<em>Robust Design Optimization of Electric Machines with Isogeometric Analysis.</em>
In: Mathematics 12(9), ISSN: 2227-7390, DOI: <a class="link" href="https://doi.org/10.3390/math12091299" target="_top">10.3390/math12091299</a>.
[Article]</p>
<!--Grendas_2024aa-->
<p style="margin-bottom: 0.2em"><strong>Grendas, Andreas ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/wiesheu.en.jsp" target="_top">Wiesheu, Michael</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a> ; Marussig, Benjamin</strong>
(2024):
<em>Isogeometric Analysis for 2D Magnetostatic Computations with Multi-level <span class="bibtex-protected">Bézier</span> Extraction for Local Refinement.</em>
In: <em><span class="bibtex-protected">ECCOMAS</span> 2024</em>. Scipedia.
DOI: <a class="link" href="https://doi.org/10.23967/eccomas.2024.097" target="_top">10.23967/eccomas.2024.097</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2501.05848" target="_top">2501.05848</a>.
[In Proceedings]</p>
<!--Parekh_2023ab-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem//former_group/" target="_top">Parekh, Vivek</a> ; Flore, Dominik ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2023):
<em>Deep learning based Meta-modeling for Multi-objective Technology Optimization of Electrical Machines.</em>
In: <span class="bibtex-protected">IEEE</span> Access, ISSN: 2169-3536, DOI: <a class="link" href="https://doi.org/10.1109/ACCESS.2023.3307499" target="_top">10.1109/ACCESS.2023.3307499</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2306.09087" target="_top">2306.09087</a>.
[Article]</p>
<!--Parekh_2023aa-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem//former_group/" target="_top">Parekh, Vivek</a> ; Flore, Dominik ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2023):
<em>Performance Analysis of Electrical Machines Using a Hybrid Data- and Physics-Driven Model.</em>
In: <span class="bibtex-protected">IEEE</span> Transactions on Energy Conversion 38(1), ISSN: 0885-8969, DOI: <a class="link" href="https://doi.org/10.1109/TEC.2022.3209103" target="_top">10.1109/TEC.2022.3209103</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2201.09603" target="_top">2201.09603</a>.
[Article]</p>
<!--Parekh_2022ab-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem//former_group/" target="_top">Parekh, Vivek</a> ; Flore, Dominik ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2022):
<em>Variational Autoencoder based Metamodeling for Multi-Objective Topology Optimization of Electrical Machines.</em>
In: <span class="bibtex-protected">IEEE</span> Transactions on Magnetics 58(9), ISSN: 0018-9464, DOI: <a class="link" href="https://doi.org/10.1109/TMAG.2022.3163972" target="_top">10.1109/TMAG.2022.3163972</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2201.08877" target="_top">2201.08877</a>.
[Article]</p>
<!--Merkel_2022ab-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/merkel.en.jsp" target="_top">Merkel, Melina</a> ; Kapidani, Bernard ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a> ; Vázquez, Rafael</strong>
(2022):
<em>Torque Computation with the Isogeometric Mortar Method for the Simulation of Electric Machines.</em>
In: <span class="bibtex-protected">IEEE</span> Transactions on Magnetics 58(9), ISSN: 0018-9464, DOI: <a class="link" href="https://doi.org/10.1109/TMAG.2022.3186247" target="_top">10.1109/TMAG.2022.3186247</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2202.05771" target="_top">2202.05771</a>.
[Article]</p>
<!--Kapidani_2022aa-->
<p style="margin-bottom: 0.2em"><strong>Kapidani, Bernard ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/merkel.en.jsp" target="_top">Merkel, Melina</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a> ; Vázquez, Rafael</strong>
(2022):
<em>Tree-Cotree Decomposition of Isogeometric Mortared Spaces in <span class="bibtex-protected">H</span>(curl) on Multi-Patch Domains.</em>
In: Computer Methods in Applied Mechanics and Engineering, pp. 114949, ISSN: 0045-7825, DOI: <a class="link" href="https://doi.org/10.1016/j.cma.2022.114949" target="_top">10.1016/j.cma.2022.114949</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2110.15860" target="_top">2110.15860</a>.
[Article]</p>
<!--Huber_2023aa-->
<p style="margin-bottom: 0.2em"><strong>Huber, Morten ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/former_group/" target="_top">Fuhrländer, Mona</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2022):
<em>Multi-Objective Yield Optimization for Electrical Machines using <span class="bibtex-protected">Gaussian</span> Processes to Learn Faulty Designs.</em>
In: <span class="bibtex-protected">IEEE</span> Transactions on Industry Applications 59(2), pp. 1340–1350, ISSN: 0093-9994, DOI: <a class="link" href="https://doi.org/10.1109/TIA.2022.3211250" target="_top">10.1109/TIA.2022.3211250</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2204.04986" target="_top">2204.04986</a>.
[Article]</p>
<!--Parekh_2021aa-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem//former_group/" target="_top">Parekh, Vivek</a> ; Flore, Dominik ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2021):
<em>Deep Learning-based Prediction of Key Performance Indicators for Electrical Machine.</em>
In: <span class="bibtex-protected">IEEE</span> Access, ISSN: 2169-3536, DOI: <a class="link" href="https://doi.org/10.1109/ACCESS.2021.3053856" target="_top">10.1109/ACCESS.2021.3053856</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/2012.11299" target="_top">2012.11299</a>.
[Article]</p>
<!--Bolten_2020aa-->
<p style="margin-bottom: 0.2em"><strong>Bolten, Matthias ; Friedhoff, Stephanie ; Hahne, Jens ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2020):
<em>Parallel-in-Time Simulation of an Electrical Machine using <span class="bibtex-protected">MGRIT</span>.</em>
In: Computing and Visualization in Science 23(14), ISSN: 1432-9360, DOI: <a class="link" href="https://doi.org/10.1007/s00791-020-00333-2" target="_top">10.1007/s00791-020-00333-2</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/1912.03106" target="_top">1912.03106</a>.
[Article]</p>
<!--Bontinck_2018ae-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem/former_group/" target="_top">Bontinck, Zeger</a> ; Lass, Oliver ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a> ; De Gersem, Herbert ; Ulbrich, Stefan ; Rain, Oliver</strong>
(2018):
<em>Robust Optimization Formulations for the Design of an Electric Machine.</em>
In: <span class="bibtex-protected">IET</span> Science, Measurement & Technology 12(8), pp. 939–948, ISSN: 1751-8822, DOI: <a class="link" href="https://doi.org/10.1049/iet-smt.2018.5235" target="_top">10.1049/iet-smt.2018.5235</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/1712.01536" target="_top">1712.01536</a>.
[Article]</p>
<!--Bontinck_2018ac-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem/former_group/" target="_top">Bontinck, Zeger</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/former_group/" target="_top">Corno, Jacopo</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a> ; De Gersem, Herbert</strong>
(2018):
<em>Isogeometric Analysis and Harmonic Stator-Rotor Coupling for Simulating Electric Machines.</em>
In: Computer Methods in Applied Mechanics and Engineering, pp. 40–55, ISSN: 0045-7825, DOI: <a class="link" href="https://doi.org/10.1016/j.cma.2018.01.047" target="_top">10.1016/j.cma.2018.01.047</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/1709.05301" target="_top">1709.05301</a>.
[Article]</p>
<!--Bhat_2018aa-->
<p style="margin-bottom: 0.2em"><strong>Bhat, Prithvi ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/former_group/" target="_top">Bontinck, Zeger</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/former_group/" target="_top">Corno, Jacopo</a> ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a> ; De Gersem, Herbert</strong>
(2018):
<em>Modeling of a Permanent Magnet Synchronous Machine Using Isogeometric Analysis.</em>
In: <span class="bibtex-protected">COMPEL</span>: The International Journal for Computation and Mathematics in Electrical and Electronic Engineering 37(5), pp. 1805–1814, ISSN: 0332-1649, DOI: <a class="link" href="https://doi.org/10.1108/COMPEL-01-2018-0014" target="_top">10.1108/COMPEL-01-2018-0014</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/1708.02409" target="_top">1708.02409</a>.
[Article]</p>
<!--Bontinck_2017ai-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem/former_group/" target="_top">Bontinck, Zeger</a> ; Lass, Oliver ; De Gersem, Herbert ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2017):
<em>Uncertainty Quantification for a Permanent Magnet Synchronous Machine with Dynamic Rotor Eccentricity.</em>
In: <em>Progress in Industrial Mathematics at <span class="bibtex-protected">ECMI</span> 2016</em>, volume 26 of The European Consortium for Mathematics in Industry. Springer.
ISBN: 978-3-319-63081-6, DOI: <a class="link" href="https://doi.org/10.1007/978-3-319-63082-3_77" target="_top">10.1007/978-3-319-63082-3_77</a>, ARXIV: <a class="link" href="https://arxiv.org/abs/1801.04828" target="_top">1801.04828</a>.
[In Proceedings]</p>
<!--Bontinck_2016ac-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem/former_group/" target="_top">Bontinck, Zeger</a> ; Lass, Oliver ; De Gersem, Herbert ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2016):
<em><span class="bibtex-protected">UQ</span> of a <span class="bibtex-protected">PMSM</span> With Dynamic Rotor Eccentricity and Shape Optimization of its Magnets.</em>
In: <em><span class="bibtex-protected">XXIV</span> Symposium Electromagnetic Phenomena in Nonlinear Circuits – Proceedings <span class="bibtex-protected">EPNC</span> 2016</em>, 81–82. Poznań, PTETiS Publishers.
ISBN: 978-83-62712-04-5.
[In Proceedings]</p>
<!--Bontinck_2016aa-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem/former_group/" target="_top">Bontinck, Zeger</a> ; De Gersem, Herbert ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2016):
<em>Response Surface Models for the Uncertainty Quantification of Eccentric Permanent Magnet Synchronous Machines.</em>
In: <span class="bibtex-protected">IEEE</span> Transactions on Magnetics 52(3), ISSN: 0018-9464, DOI: <a class="link" href="https://doi.org/10.1109/TMAG.2015.2491607" target="_top">10.1109/TMAG.2015.2491607</a>, Article #7203404.
[Article]</p>
<!--Bontinck_2015af-->
<p style="margin-bottom: 0.2em"><strong><a class="link" href="https://www.cem.tu-darmstadt.de/cem/former_group/" target="_top">Bontinck, Zeger</a> ; Lass, Oliver ; <a class="link" href="https://www.cem.tu-darmstadt.de/cem/group/schops.en.jsp" target="_top">Schöps, Sebastian</a></strong>
(2015):
<em>Robust Optimization of a Stochastic Reduced Order Model of a Permanent Magnet Synchronous Machine.</em>
In: <em><span class="bibtex-protected">ISEF</span> 2015 – <span class="bibtex-protected">XVII</span> International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering</em>.
ISBN: 978-84-606-9102-0.
[In Proceedings]</p>
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