Publications AI-augmented Simulation

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2024	Convolutional Physics- Informed Neural Networks for Fast Prediction of Core Losses in Axisymmetric Transformers Brendel, Philipp; Medvedev, Vladimir; Roßkopf, Andreas	Konferenzbeitrag Conference Paper
2024	Physics-Informed Neural Networks for Magnetostatic Problems on Axisymmetric Transformer Geometries Brendel, Philipp; Medvedev, Vlad; Roßkopf, Andreas	Zeitschriftenaufsatz Journal Article
2024	3D EUV Mask Simulator based on Physics-Informed Neural Networks: effects of polarization and illumination Medvedev, Vladimir M.; Erdmann, Andreas; Roßkopf, Andreas	Konferenzbeitrag Conference Paper
2023	3D Mask Simulation and Lithographic Imaging using Physics-Informed Neural Networks Medvedev, Vlad; Erdmann, Andreas; Roßkopf, Andreas	Meeting Abstract
2023	Asymmetric Resonant Tank Design for a Bidirectional CLLC Resonant Converter in G2V and V2G Operation Ditze, Stefan; Ehrlich, Stefan; Happel, Dominik; Roßkopf, Andreas	Konferenzbeitrag Conference Paper
2022	Parameter Optimization of LLC-Converter with multiple operation points using Reinforcement Learning Kruse, Georg; Happel, Dominik; Ditze, Stefan; Ehrlich, Stefan; Roßkopf, Andreas	Konferenzbeitrag Conference Paper
2022	Enhancing Litz Wire Power Loss Calculations by Combining a Sparse Strand Element Equivalent Circuit Method with a Voronoi-Based Geometry Model Roßkopf, Andreas; Brunner, Carla	Zeitschriftenaufsatz Journal Article
2021	Accurate prediction of EUV lithographic images and 3D mask effects using generative networks Awad, A.; Brendel, P.; Evanschitzky, P.; Woldeamanual, D.S.; Rosskopf, A.; Erdmann, A.	Zeitschriftenaufsatz Journal Article
2020	Shape Optimization of a Pin Fin Heat Sink Menrath, T.; Rosskopf, A.; Simon, F.B.; Groccia, M.; Schuster, S.	Konferenzbeitrag Conference Paper
2020	Genetic Optimization of Pin Fin Heat Sinks Using a Finite Difference Formulation Schuster, Simone; Rosskopf, Andreas; Jung, Verena; Groccia, Mario; Menrath, Thomas	Konferenzbeitrag Conference Paper
2019	State of Charge Estimation using Recurrent Neural Networks with Long Short-Term Memory for Lithium-Ion Batteries Bockrath, Steffen; Rosskopf, Andreas; Koffel, Stéphane; Waldhör, Stefan; Srivastava, Kushal; Lorentz, Vincent	Konferenzbeitrag Conference Paper
2018	Optimized 2D positioning of windings in inductive components by genetic algorithm Rosskopf, Andreas; Knoerzer, Karsten; Baer, Eberhard; Ehrlich, Stefan	Konferenzbeitrag Conference Paper
2018	Autonomous circuit design of a resonant converter (LLC) for on-board chargers using genetic algorithms Rosskopf, A.; Volmering, S.; Ditze, S.; Joffe, C.; Bär, E.	Konferenzbeitrag Conference Paper
2018	Calculation of frequency dependent power losses in inductive systems with litz wire conductors by a coupled numeric approach Rosskopf, Andreas	Dissertation Doctoral Thesis
2017	SiC power module loss reduction by PWM gate drive patterns and impedance-optimized gate drive voltages Gerstner, H.; Heckel, T.; Endruschat, A.; Rosskopf, A.; Eckardt, B.; März, M.	Konferenzbeitrag Conference Paper
2016	Influence of varying bundle structures on power electronic systems simulated by a coupled approach of FEM and PEEC Rosskopf, A.; Schuster, S.; Endruschat, A.; Bär, E.	Konferenzbeitrag Conference Paper
2016	Calculation of power losses in litz wire systems by coupling FEM and PEEC method Roßkopf, Andreas; Bär, Eberhard; Joffe, Christopher; Bonse, Clemens	Zeitschriftenaufsatz Journal Article
2016	Inductive power transfer system with a rotary transformer for contactless energy transfer on rotating applications Ditze, S.; Endruschat, A.; Schriefer, T.; Rosskopf, A.; Heckel, T.	Konferenzbeitrag Conference Paper
2016	Design and optimization of a multi-coil system for inductive charging with small air gap Joffe, C.; Rosskopf, A.; Ehrlich, S.; Dobmeier, C.; März, M.	Konferenzbeitrag Conference Paper
2014	Calculation of ohmic losses in litz wires by coupling analytical and numerical methods Roßkopf, Andreas; Joffe, Christopher; Bär, Eberhard	Konferenzbeitrag Conference Paper
2014	Influence of inner skin- and proximity effects on conduction in litz wires Roßkopf, Andreas; Bär, Eberhard; Joffe, Christopher	Zeitschriftenaufsatz Journal Article
2013	A novel positioning tolerant inductive power transfer system Joffe, Christopher; Ditze, Stefan; Roßkopf, Andreas	Konferenzbeitrag Conference Paper

Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica