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46035 Publications
2026 | Conference Paper | LibreCat-ID: 67300
Hotegni, S. S., & Peitz, S. (2026). Enhancing Adversarial Robustness Through Multi-objective Representation Learning. In W. Senn, M. Sanguineti, A. Saudargiene, I. V. Tetko, A. E. P. Villa, V. Jirsa, & Y. Bengio (Eds.), Artificial Neural Networks and Machine Learning – ICANN 2025 (pp. 442–454). Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-04558-4_35
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2026 | Journal Article | LibreCat-ID: 67302
Markmann, T., Straat, M., Peitz, S., & Hammer, B. (2026). Fourier neural operators as data-driven surrogates for two- and three-dimensional Rayleigh–Bénard convection. Neurocomputing, 679, 133201. https://doi.org/10.1016/j.neucom.2026.133201
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2026 | Conference Paper | LibreCat-ID: 67299 | 
Harder, H., Vishwasrao, A., Guastoni, L., Vinuesa, R., & Peitz, S. (2026). Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems. In G. Sukhatme, L. Lindemann, S. Tu, A. Wierman, & N. Atanasov (Eds.), Proceedings of The 8th Annual Learning for Dynamics and Control Conference (Vol. 331, pp. 1601–1619). PMLR. https://doi.org/10.48550/arXiv.2511.04641
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2026 | Conference Paper | LibreCat-ID: 67303 |
Amakor, A. C., Sonntag, K., & Peitz, S. (2026). Interactive Pareto navigation for deep multi-task learning. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 652–668. https://doi.org/10.1007/978-3-032-37667-1_37
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2026 | Conference Paper | LibreCat-ID: 67305 |
Becktepe, J., Franz, A., Thuerey, N., & Peitz, S. (2026). Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control. International Conference on Machine Learning (ICML). https://doi.org/10.48550/arXiv.2601.15015
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2026 | Journal Article | LibreCat-ID: 67301
Wohlleben, M. C., Schütte, J., Berkemeier, M., Sextro, W., & Peitz, S. (2026). Evaluating Physics-Based, Hybrid, and Data-Driven Models for Rubber-Metal Bushings. Multibody System Dynamics. https://doi.org/10.1007/s11044-026-10146-9
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2026 | Preprint | LibreCat-ID: 67298 |
Mugisho Zagabe, C., & Peitz, S. (2026). Automatic feature identification in least-squares policy iteration using the Koopman operator framework. In arXiv:2603.26464.
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2026 | Preprint | LibreCat-ID: 67304 |
Plotzki, T., & Peitz, S. (2026). Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection. In arXiv:2603.28074.
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2026 | Journal Article | LibreCat-ID: 62816 |
Zhao, Z., Weinberger, C., Steube, J., Bauer, M., Brehm, M., & Tiemann, M. (2026). Fast‐Responding O2 Gas Sensor Based on Luminescent Europium Metal‐Organic Frameworks (MOF‐76). Advanced Functional Materials, Article e11190. https://doi.org/10.1002/adfm.202511190
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2026 | Conference Paper | LibreCat-ID: 67339
Abdulmaqsod, A., Mahmood, Y., Ngonga Ngomo, A.-C., & Sherif, M. A. (2026). LYRA: Belief-Driven Scalable Class Expression Learning in Description Logics. The Semantic Web – ISWC 2026.
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2026 | Conference Paper | LibreCat-ID: 67344
Becker, A., Ngonga Ngomo, A.-C., & Sherif, M. (2026). TIM: Tiered Iterative Knowledge Graph Matching. The Semantic Web – 23rd European Semantic Web Conference, ESWC 2026, Dubrovnik , Croatia, May 10-14, 2026, Proceedings.
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2026 | Conference Paper | LibreCat-ID: 67341
Ekinci Birol, D., KOUAGOU, N. J., Sherif, M., & Ngonga Ngomo, A.-C. (2026). ATLAS: Adaptive Attribute-Aware Post-Hoc Alignment of Knowledge Graph Embeddings. IEEE International Conference on Data Mining (ICDM) 2026.
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2026 | Conference Paper | LibreCat-ID: 67340
Abdulmaqsod, A., Ihtassine, R., Pénicaud, C., Saint-Eve, A., Brisset, L., Ngonga Ngomo, A.-C., & Sherif, M. A. (2026). PBFF-KG: A FAIR Knowledge Graph Towards Sustainable Design of Plant-Based Fermented Foods. Proceedings of FOODSIM’2026.
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2026 | Conference Paper | LibreCat-ID: 67342
Ekinci Birol, D., Kouagou, N. J., Sharma, S., Khomich, A., Sherif, M. A., & Ngonga Ngomo, A.-C. (2026). ASTRA: Adaptive Structure-Aware Post-Hoc Alignment of Knowledge Graph Embeddings. ECML PKDD 2026.
LibreCat
2026 | Conference Paper | LibreCat-ID: 67345
Bobe, J., Eckert, M., Scherenberg, V., & Klingsieck, K. B. (2026). Heute schon an morgen denken - Gruppenunterschiede in der Prokrastination klimafreundlichen Verhaltens. First Conference of the DGPs Interest Group “Human – Climate – Sustainability,” Hannover.
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2026 | Conference Paper | LibreCat-ID: 67346
Bobe, J., Eckert, M., Scherenberg, V., & Klingsieck, K. B. (2026). Stress, Compulsive Internet Use, and Procrastination - A Mediation Model of Procrastination in High School Students. 54th DGPs Congress 2026, Luxembourg.
LibreCat
2026 | Dissertation | LibreCat-ID: 67348
Bobe, J. (2026). Prokrastination und die Bedeutung des subjektiven Unwohlseins.
LibreCat
2026 | Journal Article | LibreCat-ID: 67357
Mpidi Bita, I., Ugur, E., Hovemann, A., & Dumitrescu, R. (2026). Resilience-by-Design: Extracting Resilience Requirements Using the Resilience Graph in the Automotive Concept Phase. Future Internet, 18(1), Article 51. https://doi.org/10.3390/fi18010051
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2026 | Journal Article | LibreCat-ID: 67358
Knepler, J., Seidenberg, T., Grigoryan, K., Asmar, L., & Dumitrescu, R. (2026). AI-based scenario management for SMEs: the need for modular, explainable and reusable foresight pipelines. Proceedings of the Design Society, 6, 2373–2382. https://doi.org/10.1017/pds.2026.10595
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2026 | Journal Article | LibreCat-ID: 67367
Mpidi Bita, I., Mellacheruvu, V., Ugur, E., Hovemann, A., & Dumitrescu, R. (2026). Resilience-by-design: maturity model for assessing the resilience capabilities of automotive systems architecture in the concept phase. Proceedings of the Design Society, 6, 2821–2830. https://doi.org/10.1017/pds.2026.10640
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