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6212 Publications
2025 | Conference Paper | LibreCat-ID: 63545
Schreiner, N., Cowen, A., Volling, T., & Dumitrescu, R. (2025). Design-for-decarbonization: a framework for decarbonizing cyber-physical production systems at the design stage. Proceedings of the Design Society, 5, 1295–1304. https://doi.org/10.1017/pds.2025.10143
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| DOI
2025 | Conference Paper | LibreCat-ID: 63547
Humpert, L., Graunke, J., Lewandowski, L., Schierbaum, A., & Dumitrescu, R. (2025). Implementation of a web-based support platform for validation using system architecture in the B2B sector. 2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE). https://doi.org/10.1109/rasse64831.2025.11315318
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2025 | Conference Paper | LibreCat-ID: 63548
Grigoryan, K., Martin, L., Lamarz, J., Fichtler, T., Hohn, B., Asmar, L., Kühn, A., & Dumitrescu, R. (2025). Product Management: Tasks, Roles, and the Importance of Data. Procedia CIRP, 136, 838–843. https://doi.org/10.1016/j.procir.2025.08.143
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| DOI
2025 | Conference Paper | LibreCat-ID: 63546
Trienens, M., Schreiner, N., Hovemann, A., & Dumitrescu, R. (2025). Industry Perspectives on the Digital Product Passport: A Guide to Sustainable Value Chains From an Engineering Perspective. 2025 IEEE European Technology and Engineering Management Summit (E-TEMS). https://doi.org/10.1109/e-tems64751.2025.11239259
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| DOI
2025 | Conference Paper | LibreCat-ID: 63544
Schreiner, N., Trienens, M., Kürpick, C., Asmar, L., & Dumitrescu, R. (2025). Product Decarbonization From an Engineering Perspective: Drawing Insights From Industry. 2025 IEEE European Technology and Engineering Management Summit (E-TEMS). https://doi.org/10.1109/e-tems64751.2025.11239319
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| DOI
2025 | Conference Paper | LibreCat-ID: 63572
Demir, C., Yekini, M. O., Röder, M., Mahmood, Y., & Ngonga Ngomo, A.-C. (2025). Tree-Based OWL Class Expression Learner over Large Graphs. Lecture Notes in Computer Science. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Porto. https://doi.org/10.1007/978-3-032-06066-2_29
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| DOI
2025 | Conference Paper | LibreCat-ID: 63575
Kapoor, S., Sharma, A., Röder, M., Demir, C., & Ngonga Ngomo, A.-C. (2025). Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks. Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-031-94575-5_15
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| DOI
2025 | Conference Paper | LibreCat-ID: 63573
Memariani, A., Röder, M., Sharma, A., Demir, C., & Ngonga Ngomo, A.-C. (2025). Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help? Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-032-09527-5_6
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| DOI
2025 | Conference Paper | LibreCat-ID: 63574
Zhang, Q., Röder, M., Srivastava, N., KOUAGOU, N. J., & Ngonga Ngomo, A.-C. (2025). Explainable Benchmarking through the Lense of Concept Learning. Proceedings of the Knowledge Capture Conference 2025. https://doi.org/10.1145/3731443.3771359
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 65038
Lick, J., Lamarz, J., Dohmann, F., Kulkarni, P. J., Zerbin, J., & Koldewey, C. (2025). Guidance on Dataspaces: Development of a Learning Environment for Industrial SMEs. 2024 6th International Conference on Control and Robotics (ICCR). 6th International Conference on Control and Robotics (ICCR), Yokohama, Japan . https://doi.org/10.1109/iccr64365.2024.10927580
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| DOI
2025 | Conference Paper | LibreCat-ID: 65102
Olgu, K., Kenter, T., Nunez-Yanez, J., McIntosh-Smith, S., & Deakin, T. (2025). Towards Efficient Load Balancing BFS on GPUs: One Code for AMD, Intel & Nvidia. Proceedings of the SC ’25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis. https://doi.org/10.1145/3731599.3767570
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| DOI
2025 | Report | LibreCat-ID: 62981 | 
Ehtesabi, S., Hossain, M., Kenter, T., Krawinkel, A., Ostermann, L., Plessl, C., Riebler, H., Rohde, S., Schade, R., Schwarz, M., Simon, J., Winnwa, N., Wiens, A., & Wu, X. (2025). Otus Supercomputer (Vol. 1). Paderborn Center for Parallel Computing (PC2). https://doi.org/10.48550/ARXIV.2512.07401
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2024 | Conference Paper | LibreCat-ID: 48632
Koldewey, C., Fichtler, T., Scholtysik, M., Biehler, J., Schreiner, N., Sommer, F., Schacht, M., Kaufmann, J., Rabe, M., Sedlmeier, J., & Dumitrescu, R. (2024). Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice. Hawaii International Conference on System Sciences, Hawaii.
LibreCat
2024 | Conference Paper | LibreCat-ID: 49354
Afroze, L., Merkelbach, S., von Enzberg, S., & Dumitrescu, R. (2024). Domain Knowledge Injection Guidance for Predictive Maintenance. ML4CPS 2023. ML4CPS – Machine Learning For Cyber-Physical Systems, Hamburg.
LibreCat
2024 | Conference Paper | LibreCat-ID: 49364
Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2024). Business strategy taxonomy and solution patterns for the circular economy.
LibreCat
2024 | Preprint | LibreCat-ID: 51160 |
Philipp, F. M., Schaller, M., Boshoff, S., Peitz, S., Nüske, F., & Worthmann, K. (2024). Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency. In arXiv:2402.02494.
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| arXiv
2024 | Journal Article | LibreCat-ID: 46019 |
Sonntag, K., & Peitz, S. (2024). Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems. Journal of Optimization Theory and Applications. https://doi.org/10.1007/s10957-024-02389-3
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2024 | Preprint | LibreCat-ID: 51334 |
Sonntag, K., Gebken, B., Müller, G., Peitz, S., & Volkwein, S. (2024). A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces. In arXiv:2402.06376.
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| arXiv
2024 | Journal Article | LibreCat-ID: 40171 |
Peitz, S., Stenner, J., Chidananda, V., Wallscheid, O., Brunton, S. L., & Taira, K. (2024). Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning. Physica D: Nonlinear Phenomena, 461, 134096. https://doi.org/10.1016/j.physd.2024.134096
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