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6212 Publications
2025 | Conference Paper | LibreCat-ID: 63545
N. Schreiner, A. Cowen, T. Volling, and R. Dumitrescu, “Design-for-decarbonization: a framework for decarbonizing cyber-physical production systems at the design stage,” in Proceedings of the Design Society, 2025, vol. 5, pp. 1295–1304, doi: 10.1017/pds.2025.10143.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63547
L. Humpert, J. Graunke, L. Lewandowski, A. Schierbaum, and R. Dumitrescu, “Implementation of a web-based support platform for validation using system architecture in the B2B sector,” 2025, doi: 10.1109/rasse64831.2025.11315318.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63548
K. Grigoryan et al., “Product Management: Tasks, Roles, and the Importance of Data,” in Procedia CIRP, 2025, vol. 136, pp. 838–843, doi: 10.1016/j.procir.2025.08.143.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63546
M. Trienens, N. Schreiner, A. Hovemann, and R. Dumitrescu, “Industry Perspectives on the Digital Product Passport: A Guide to Sustainable Value Chains From an Engineering Perspective,” 2025, doi: 10.1109/e-tems64751.2025.11239259.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63544
N. Schreiner, M. Trienens, C. Kürpick, L. Asmar, and R. Dumitrescu, “Product Decarbonization From an Engineering Perspective: Drawing Insights From Industry,” 2025, doi: 10.1109/e-tems64751.2025.11239319.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63572
C. Demir, M. O. Yekini, M. Röder, Y. Mahmood, and A.-C. Ngonga Ngomo, “Tree-Based OWL Class Expression Learner over Large Graphs,” presented at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Porto, 2025, doi: 10.1007/978-3-032-06066-2_29.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63575
S. Kapoor, A. Sharma, M. Röder, C. Demir, and A.-C. Ngonga Ngomo, “Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks,” 2025, doi: 10.1007/978-3-031-94575-5_15.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63573
A. Memariani, M. Röder, A. Sharma, C. Demir, and A.-C. Ngonga Ngomo, “Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?,” 2025, doi: 10.1007/978-3-032-09527-5_6.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63574
Q. Zhang, M. Röder, N. Srivastava, N. J. KOUAGOU, and A.-C. Ngonga Ngomo, “Explainable Benchmarking through the Lense of Concept Learning,” 2025, doi: 10.1145/3731443.3771359.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 65038
J. Lick, J. Lamarz, F. Dohmann, P. J. Kulkarni, J. Zerbin, and C. Koldewey, “Guidance on Dataspaces: Development of a Learning Environment for Industrial SMEs,” presented at the 6th International Conference on Control and Robotics (ICCR), Yokohama, Japan , 2025, doi: 10.1109/iccr64365.2024.10927580.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 65102
K. Olgu, T. Kenter, J. Nunez-Yanez, S. McIntosh-Smith, and T. Deakin, “Towards Efficient Load Balancing BFS on GPUs: One Code for AMD, Intel & Nvidia,” 2025, doi: 10.1145/3731599.3767570.
LibreCat
| DOI
2025 | Report | LibreCat-ID: 62981 | 
S. Ehtesabi et al., Otus Supercomputer, vol. 1. Paderborn: Paderborn Center for Parallel Computing (PC2), 2025.
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2024 | Conference Paper | LibreCat-ID: 48632
C. Koldewey et al., “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” presented at the Hawaii International Conference on System Sciences, Hawaii, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 49354
L. Afroze, S. Merkelbach, S. von Enzberg, and R. Dumitrescu, “Domain Knowledge Injection Guidance for Predictive Maintenance,” presented at the ML4CPS – Machine Learning For Cyber-Physical Systems, Hamburg, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 49364
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Business strategy taxonomy and solution patterns for the circular economy,” 2024.
LibreCat
2024 | Preprint | LibreCat-ID: 51160 |
F. M. Philipp, M. Schaller, S. Boshoff, S. Peitz, F. Nüske, and K. Worthmann, “Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency,” arXiv:2402.02494. 2024.
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| arXiv
2024 | Journal Article | LibreCat-ID: 46019 |
K. Sonntag and S. Peitz, “Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems,” Journal of Optimization Theory and Applications, 2024, doi: 10.1007/s10957-024-02389-3.
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2024 | Preprint | LibreCat-ID: 51334 |
K. Sonntag, B. Gebken, G. Müller, S. Peitz, and S. Volkwein, “A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces,” arXiv:2402.06376. 2024.
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| arXiv
2024 | Journal Article | LibreCat-ID: 40171 |
S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S. L. Brunton, and K. Taira, “Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning,” Physica D: Nonlinear Phenomena, vol. 461, p. 134096, 2024, doi: 10.1016/j.physd.2024.134096.
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