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| | Preview | Authors / Editors | Title | Type | Issue Date |
| 1 |  | Suzuki, Yudai ; Aoki, Shiori ; Key, Fabian ; Endo, Katsuhiro ; Matsuda, Yoshiki ; Tanaka, Shu ; Behr, Marek ; Muramatsu, Mayu | An Ising machine formulation for design updates in topology optimization of flow channels | Article Artikel    | Feb-2026 |
| 2 |  | Key, Fabian ; Freinberger, Lukas | A spline-based stress function approach for the principle of minimum complementary energy | Article Artikel | 1-Jan-2026 |
| 3 | | Antolin, Pablo ; Bartoň, Michael ; Bonneau, Georges-Pierre ; Buffa, Annalisa ; Calleja-Ochoa, Amaia ; Elber, Gershon ; Elgeti, Stefanie ; Gómez Escudero, Gaizka ; Gonzalez. Alicia ; González Barrio, Haizea ; Hahmann, Stefanie ; Hirschler, Thibaut ; Hong, Q Youn ; Key, Konstantin ; Kim, Myung-Soo ; Kofler, Michael ; López de Lacalle, Norberto ; de la Maza, Silvia ; Rajain, Kanika ; Zwar, Jacques Marvin | On design, analysis, and hybrid manufacturing of microstructured blade-like geometries | Article Artikel | Jan-2026 |
| 4 | | Asur Vijaya Kumar, Pavan Kumar ; Pettermann, Heinz E. | Multi-phase field model for fiber-reinforced composites using Puck failure theory | Inproceedings Konferenzbeitrag | 2026 |
| 5 | | Kofler, Michael ; Peyker, Lukas ; Key, Konstantin ; Fricke, Clemens David ; Luxner, Mathias H. ; Pettermann, Heinz E. | A Data Driven Constitutive Model for the Elasto-Damage Response of Transversely Isotropic Materials | Inproceedings Konferenzbeitrag | 2026 |
| 6 | | Kofler, Michael ; Peyker, Lukas ; Luxner, Mathias H. ; Pettermann, Heinz | Constitutive Modeling of Anisotropic Elasto-Damage Materials – A Data Driven Machine Learning Approach | Presentation Vortrag | 2026 |
| 7 | | Kofler, Michael ; Pettermann, Heinz | Nichtlineare Materialmodellierung mit AI | Presentation Vortrag | 2026 |
| 8 | | Freinberger, Lukas | Exploring Quantum Annealing for Coupled Structural Analysis Problems | Presentation Vortrag | 9-Dec-2025 |
| 9 | | Elgeti, Stefanie ; Kofler, Michael ; Freinberger, Lukas ; Riegler, Mark | Modeling, Simulation, and Optimization in Plastics Profile Extrusion | Presentation Vortrag | 9-Dec-2025 |
| 10 | | Kofler, Michael ; Giritsch, Michael ; Elgeti, Stefanie | Structural optimization of lattice structures using deep neural networks as geometry representation | Article Artikel | Dec-2025 |
| 11 | | Elgeti, Stefanie | Mixed-initiative engineering design: towards a more-than-human design process | Presentation Vortrag | 28-Oct-2025 |
| 12 | | Freinberger, Lukas | Shape Optimization Using Neural Networks for Implicit Geometry Representation | Presentation Vortrag | 27-Oct-2025 |
| 13 | | Key, Fabian ; Freinberger, Lukas | Application of Quantum Annealing to Structural Design Optimization | Presentation Vortrag | 10-Oct-2025 |
| 14 | | Kofler, Michael ; Peyker, Lukas ; Luxner, Mathias H. ; Pettermann, Heinz E. | KI-basierte Materialmodellierung für Holz als Konstruktionswerkstoff | Presentation Vortrag | 8-Oct-2025 |
| 15 | | Key, Konstantin ; Meinke, Carina ; Elgeti, Stefanie | Lattice Structures within Implants for Reduced Stress Shielding | Presentation Vortrag | 22-Sep-2025 |
| 16 | | Elgeti, Stefanie ; Kofler, Michael ; Key, Konstantin ; Riegler, Mark | Design Optimization of CAD-Compliant Lattice Structures | Presentation Vortrag | 16-Sep-2025 |
| 17 | | Key, Konstantin ; Meinke, Carina ; Elgeti, Stefanie | Reducing Stress Shielding of Implants using Lattice Structures | Presentation Vortrag | 16-Sep-2025 |
| 18 | | Key, Fabian ; Freinberger, Lukas | A Spline-Based Stress Function Approach for the Principle of Minimum Complementary Energy | Presentation Vortrag | 15-Sep-2025 |
| 19 | | Kofler, Michael ; Zwar, Jacques ; Elgeti, Stefanie | Lightweight Design Principles: Numerical Optimization of Lattice Structures | Book Contribution Buchbeitrag | 12-Sep-2025 |
| 20 | | Kofler, Michael ; Peyker, Lukas ; Key, Konstantin ; Fricke, Clemens David ; Luxner, Mathias H. ; Pettermann, Heinz E. | A Data Driven Constitutive Model for the Elasto-Damage Response of Transversely Isotropic Materials | Presentation Vortrag | 11-Sep-2025 |
| 21 | | Key, Fabian ; Freinberger, Lukas | Novel Strategies for Solving Structural Design Optimization Problems with Quantum Annealing | Presentation Vortrag | 5-Sep-2025 |
| 22 |  | Tillmann, Steffen ; Basermann, Stefan ; Elgeti, Stefanie | Comparison of Numerical Methods for Geometric Warpage Compensation | Article Artikel | Sep-2025 |
| 23 |  | Lee, Jaewook ; Saelzer, Jannis ; Zwar, Jacques ; Zwicke, Florian ; Gonzalez, Felipe ; Spenke, Thomas ; Hosters, Norbert ; Polus, Gero ; Zabel, Andreas ; Elgeti, Stefanie | Spline-Based Framework for Microscopic Contact Zone Modeling in Lubricated Orthogonal Cutting | Article Artikel | 30-Jul-2025 |
| 24 | | Michael, Kofler, ; Maute, Kurt ; Wunsch, Nils ; Evans, John ; Stefanie, Elgeti, | Optimization of Lattice Structures Using NeuralNetworks as Immersed Boundary Representations | Presentation Vortrag | 21-Jul-2025 |
| 25 | | Elgeti, Stefanie ; Zwar, Jacques ; Riegler, Marc | Numerical design of lattice structures in manufacturing | Presentation Vortrag | 20-Jul-2025 |
| 26 | | Key, Konstantin ; Zwar, Jacques Marvin ; Elber, Gershon ; Elgeti, Stefanie | Lattice Structures for Optimized Structural Designs | Presentation Vortrag | 27-Jun-2025 |
| 27 | | Key, Konstantin ; Zwar, Jacques Marvin ; Lee, Jaewook ; Fricke, Clemens David | Live Demo of Splinepy | Presentation Vortrag | 25-Jun-2025 |
| 28 | | Elgeti, Stefanie | Mixed-initiative engineering design: towards a more-than-human design process | Presentation Vortrag | 5-Jun-2025 |
| 29 | | Key, Konstantin ; Zwar, Jacques Marvin ; Synek, Alexander ; Pahr, Dieter ; Elber, Gershon ; Elgeti, Stefanie | Computational Methods in Engineering Sciences: How they shaped me and how I work in the field : Computergestützte Methoden der Ingenieurwissenschaften: Wie sie mich prägten und wie ich in diesem Bereich arbeite | Presentation Vortrag | 19-May-2025 |
| 30 | | Elgeti, Stefanie ; Lee, Jaewook ; Zwicke, Florian ; Riegler, Mark ; Saelzer, Jannis ; Polus, Gero ; Zabel, Andreas | Modeling, Simulation, and Optimization in Manufacturing: Selected Applications in Lubricated Orthogonal Cutting and Extrusion | Presentation Vortrag | Mar-2025 |
| 31 | | Kofler, Michael ; Elgeti, Stefanie | Structural Optimization of Lattice Structures Using Neural Networks for Geometry Representation | Presentation Vortrag | 20-Feb-2025 |
| 32 | | Key, Konstantin ; Zwar, Jacques ; Meinke, Carina ; Elgeti, Stefanie | Numerical Design of Lattice Structures | Presentation Vortrag | 9-Jan-2025 |
| 33 | | Kofler, Michael ; Fricke, Clemens David ; Key, Konstantin ; Pettermann, Heinz | AI Based Constitutive Modeling of Wood | Report Bericht | 2025 |
| 34 | | Key, Fabian ; Freinberger, Lukas | Strategies for the Solution of Structural Design Optimization Problems with Quantum Annealing | Presentation Vortrag | 20-Sep-2024 |
| 35 | | Kofler, Michael ; Schasching, Marius M. ; Červinek, Ondřej ; Munhowen, Tim ; Koutný, Daniel ; Pettermann, Heinz E. ; Todt, Melanie | Optimization of the Spatially Graded Superelastic Lattice in a Morphing Structure | Presentation Vortrag | 18-Sep-2024 |
| 36 | | Elgeti, Stefanie | Splines vs. Neural Networks: How Novel Machine Learning Approaches Influence Design Optimization | Presentation Vortrag | 25-Jul-2024 |
| 37 | | Key, Konstantin ; Zwar, Jacques Marvin ; Synek, Alexander ; Pahr, Dieter ; Elber, Gershon ; Elgeti, Stefanie | Optimal Macroscopic Structural Designs based on Microstructures | Presentation Vortrag | 4-Jun-2024 |
| 38 | | Key, Fabian ; von Danwitz, Max ; Ballarin, Francesco ; Rozza, Gianluigi | A Reduced Order Model for Deforming Domain Problems in a Time-Continuous Space-Time Setting | Presentation Vortrag | 4-Jun-2024 |
| 39 | | Elgeti, Stefanie ; Lee, Jaewook | Numerical Design of Engineering Components and their Production Processes | Presentation Vortrag | 3-Jun-2024 |
| 40 | | Pohlmann, Roxana ; Gruber, Anthony ; Rao, Rekha ; Trask, Nat ; Elgeti, Stefanie | Data-driven Models for Mold-based Processes | Presentation Vortrag | 3-Jun-2024 |
| 41 | | Kofler, Michael ; Schasching, Marius M. ; Červinek, O. ; Zwicke, Florian ; Koutný, D. ; Pettermann, Heinz ; Todt, Melanie | Application of Structural Optimization on Lattice Structure Design using Superelastic Material | Presentation Vortrag | 3-Jun-2024 |
| 42 |  | Dirkes, Nico ; Key, Fabian ; Behr, Marek | Eulerian formulation of the tensor-based morphology equations for strain-based blood damage modeling | Article Artikel | 1-Jun-2024 |
| 43 | | Trávníková, Veronika ; Wolff, Daniel ; Dirkes, Nico ; Elgeti, Stefanie ; von Lieres, Eric ; Behr, Marek | A model hierarchy for predicting the flow in stirred tanks with physics-informed neural networks | Article Artikel | Jun-2024 |
| 44 | | Hosters, Norbert ; Key, Fabian ; Behr, Marek | In space and time through the bottleneck of computational mechanics | Special Contribution Spezialbeitrag | Jun-2024 |
| 45 | | Pohlmann, Roxana ; Elgeti, Stefanie | Optimal Cavity Design: Inverse and data-driven methods | Presentation Vortrag | 22-May-2024 |
| 46 | | Pohlmann, Roxana | Marshall Plan Report: Scientific Machine Learning for Injection Molding Simulation | Report Bericht | Apr-2024 |
| 47 | | Elgeti, Stefanie | Mixed-Initiative Engineering Design | Inproceedings Konferenzbeitrag | 22-Mar-2024 |
| 48 | | Boledi, Leonardo ; Elgeti, Stefanie ; Kowalski, Julia | Modeling and simulating transient close-contact melting via space-time finite elements | Inproceedings Konferenzbeitrag | 5-Mar-2024 |
| 49 | | Schuster, Maximilian Roman ; Dirkes, Nico ; Key, Fabian ; Elgeti, Stefanie ; Behr, Marek | Exploring the influence of parametrized pulsatility on left ventricular washout under LVAD support: a computational study using reduced-order models | Article Artikel | 4-Mar-2024 |
| 50 | | Key, Fabian | Addressing Uncertainty in Manufacturing Engineering: Surrogate Models for Plastics Flow | Inproceedings Konferenzbeitrag | 27-Feb-2024 |
| 51 | | Pohlmann, Roxana ; Elgeti, Stefanie | Inverse Design of Molding Processes | Presentation Vortrag | 21-Feb-2024 |
| 52 |  | Key, Fabian ; Freinberger, Lukas | A Formulation of Structural Design Optimization Problems for Quantum Annealing | Article Artikel | Feb-2024 |
| 53 | | Rammerstorfer, Franz | Buckling of stretched strips - reconsidered and extended | Article Artikel | 1-Jan-2024 |
| 54 |  | Tillmann, S. ; Behr, M. ; Elgeti, Stefanie | Using Bayesian optimization for warpage compensation in injection molding | Article Artikel | Jan-2024 |
| 55 | | Key, Fabian ; Freinberger, Lukas | Developing a formulation of structural design optimization problems for quantum annealing | Inproceedings Konferenzbeitrag | 2024 |
| 56 | | Behr, Marek ; Hosters, Norbert ; Key, Fabian | In Raum und Zeit durch das Bottleneck computergestützter Mechanik : Der Multi-Physics-Code XNS | Special Contribution Spezialbeitrag | 2024 |
| 57 |  | Key, Konstantin ; Abdelmalik, Michael R.A. ; Elgeti, Stefanie ; Hughes, Thomas J.R. ; Baidoo, Frimpong A. | Finite element and isogeometric stabilized methods for the advection-diffusion-reaction equation | Article Artikel | 15-Dec-2023 |
| 58 |  | Tillmann, Steffen ; Hilger, Daniel ; Hosters, Norbert ; Elgeti, Stefanie | Shape‐optimization of extrusion‐dies via parameterized physics‐informed neural networks | Article Artikel | Dec-2023 |
| 59 | | Key, Fabian ; Freinberger, Lukas | A Formulation of Structural Design Optimization Problems for Quantum Annealing | Preprint Preprint | 30-Nov-2023 |
| 60 | | Key, Fabian | Formulating Structural Design Optimization Problems for Quantum Annealing | Inproceedings Konferenzbeitrag | 7-Nov-2023 |
| 61 | | Schuster, Maximilian Roman ; Dirkes, Nico ; Key, Fabian ; Elgeti, Stefanie ; Behr, Marek | Exploring the Influence of Parametrized Pulsatility on Left Ventricular Washout under LVAD Support: A Computational Study Using Reduced-Order Models | Preprint Preprint | 11-Oct-2023 |
| 62 | | Elgeti, Stefanie | Numerical Design of Engineering Components and their Production Processes | Presentation Vortrag | 15-Sep-2023 |
| 63 | | Zwar, Jacques Marvin ; Chamoin, Ludovic ; Elgeti, Stefanie | Gradient-based shape optimization of microstructures geometries | Presentation Vortrag | 13-Sep-2023 |
| 64 | | Skrna-Jakl, Isabella | Numerical Investigations of the Mechanical Behavior of GFRP Strut-Reinforced Foam Core Sandwich Panels | Presentation Vortrag | 12-Sep-2023 |
| 65 | | Key, Fabian ; De Paoli, Marco ; Wagner, Antonia ; Stender, Merten | 10th GACM Colloquium on Computational Mechanics for Young Scientists from Academia and Industry | Proceedings Tagungsband | Sep-2023 |
| 66 | | Zwar, Jacques Marvin ; Chamoin, Ludovic ; Elgeti, Stefanie | Gradient-based optimization of geometries comprised of CAD-compliant microstructures | Presentation Vortrag | 6-Jul-2023 |
| 67 | | Fricke, Clemens David ; Wolff, Daniel ; Kemmerling, Marco ; Elgeti, Stefanie | Investigation of Reinforcement Learning in Shape Optimization | Presentation Vortrag | 21-Jun-2023 |
| 68 | | Lee, Jaewook ; Zwar, Jacques Marvin ; Elgeti, Stefanie | Splinepy : A prototyping toolkit for spline-based design and simulation | Presentation Vortrag | 20-Jun-2023 |
| 69 | | Zwar, Jacques Marvin ; Chamoin, Ludovic ; Elgeti, Stefanie | Gradient-based Optimization of Geometries Comprised of CAD-Compliant Microstructures | Presentation Vortrag | 20-Jun-2023 |
| 70 | | Hube, Sebastian ; Pohlmann, Roxana ; Elgeti, Stefanie | Seamless integration of analysis and design – Automatic CAD reconstruction of post-analysis geometries | Article Artikel | Jun-2023 |
| 71 | | Fricke, Clemens David ; Wolff, Daniel ; Kemmerling, Marco ; Elgeti, Stefanie | Enhanced Reinforcement Learning-Based Shape Optimization with Flow Field Information | Presentation Vortrag | 31-May-2023 |
| 72 | | Fricke, Clemens David ; Wolff, Daniel ; Kemmerling, Marco ; Elgeti, Stefanie | Investigation of Reinforcement Learning in Shape Optimization | Presentation Vortrag | 31-May-2023 |
| 73 | | Pohlmann, Roxana ; Elgeti, Stefanie | Numerical Design Methods for Injection Molding | Presentation Vortrag | 30-May-2023 |
| 74 | | Zwicke, Florian ; Elgeti, Stefanie | Spline-Based Optimization Techniques for Molding Processes | Presentation Vortrag | 30-May-2023 |
| 75 |  | Lee, Jaewook ; Hube, Sebastian ; Elgeti, Stefanie | Neural networks vs. splines: advances in numerical extruder design | Article Artikel | 18-May-2023 |
| 76 | | González, Felipe A. ; Elgeti, Stefanie ; Behr, Marek | The surface‐reconstruction virtual‐region mesh update method for problems with topology changes | Article Artikel | 15-May-2023 |
| 77 | | Lee, Jaewook ; Elgeti, Stefanie | Reduced Model for Microscopic Lubricated Contact in Orthogonal Cutting | Presentation Vortrag | 27-Apr-2023 |
| 78 | | Elgeti, Stefanie ; Wolff, Daniel ; Fricke, Clemens David ; Kemmerling, Marco | Reinforcement Learning For Spline-Based Shape Optimization Of Flow Channels In Profile Extrusion Dies | Presentation Vortrag | 26-Apr-2023 |
| 79 | | Wolff, Daniel ; Fricke, Clemens David ; Kemmerling, Marco ; Elgeti, Stefanie | Towards shape optimization of flow channels in profile extrusion dies using reinforcement learning | Article Artikel | Mar-2023 |
| 80 | | Fricke, Clemens ; Wolff, Daniel ; Kemmerling, Marco ; Elgeti, Stefanie | Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries | Article Artikel | 2023 |
| 81 | | Zabel, Andreas ; Saelzer, Jannis ; Elgeti, Stefanie ; Alammari, Youssef ; Berger, Sebastian ; Biermann, Dirk | Fundamental tribological effects in lubricated cutting processes | Article Artikel | 2023 |
| 82 |  | Lee, J ; Elgeti, S ; Saelzer, J ; Zabel, A | Development and Validation of a Micro-Tribology Model for the Chip Formation Zone | Inproceedings Konferenzbeitrag | 2023 |
