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46041 Publications
2026 | Journal Article | LibreCat-ID: 67302
Markmann T, Straat M, Peitz S, Hammer B. Fourier neural operators as data-driven surrogates for two- and three-dimensional Rayleigh–Bénard convection. Neurocomputing. 2026;679:133201. doi: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. Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems. In: Sukhatme G, Lindemann L, Tu S, Wierman A, Atanasov N, eds. Proceedings of The 8th Annual Learning for Dynamics and Control Conference. Vol 331. Proceedings of Machine Learning Research. PMLR; 2026:1601–1619. doi:10.48550/arXiv.2511.04641
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2026 | Conference Paper | LibreCat-ID: 67303 |
Amakor AC, Sonntag K, Peitz S. Interactive Pareto navigation for deep multi-task learning. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). ; 2026:652-668. doi: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. Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control. In: International Conference on Machine Learning (ICML). ; 2026. doi:10.48550/arXiv.2601.15015
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2026 | Journal Article | LibreCat-ID: 67301
Wohlleben MC, Schütte J, Berkemeier M, Sextro W, Peitz S. Evaluating Physics-Based, Hybrid, and Data-Driven Models for Rubber-Metal Bushings. Multibody System Dynamics. Published online 2026. doi:10.1007/s11044-026-10146-9
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2026 | Preprint | LibreCat-ID: 67298 |
Mugisho Zagabe C, Peitz S. Automatic feature identification in least-squares policy iteration using the Koopman operator framework. arXiv:260326464. Published online 2026.
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2026 | Preprint | LibreCat-ID: 67304 |
Plotzki T, Peitz S. Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection. arXiv:260328074. Published online 2026.
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2026 | Journal Article | LibreCat-ID: 62816 |
Zhao Z, Weinberger C, Steube J, Bauer M, Brehm M, Tiemann M. Fast‐Responding O2 Gas Sensor Based on Luminescent Europium Metal‐Organic Frameworks (MOF‐76). Advanced Functional Materials. Published online 2026. doi:10.1002/adfm.202511190
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2026 | Conference Paper | LibreCat-ID: 67339
Abdulmaqsod A, Mahmood Y, Ngonga Ngomo A-C, Sherif MA. LYRA: Belief-Driven Scalable Class Expression Learning in Description Logics. In: The Semantic Web – ISWC 2026. ; 2026.
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2026 | Conference Paper | LibreCat-ID: 67344
Becker A, Ngonga Ngomo A-C, Sherif M. TIM: Tiered Iterative Knowledge Graph Matching. In: The Semantic Web – 23rd European Semantic Web Conference, ESWC 2026, Dubrovnik , Croatia, May 10-14, 2026, Proceedings. Springer Nature Switzerland; 2026.
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2026 | Conference Paper | LibreCat-ID: 67341
Ekinci Birol D, KOUAGOU NJ, Sherif M, Ngonga Ngomo A-C. ATLAS: Adaptive Attribute-Aware Post-Hoc Alignment of Knowledge Graph Embeddings. In: IEEE International Conference on Data Mining (ICDM) 2026. ; 2026.
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2026 | Conference Paper | LibreCat-ID: 67340
Abdulmaqsod A, Ihtassine R, Pénicaud C, et al. PBFF-KG: A FAIR Knowledge Graph Towards Sustainable Design of Plant-Based Fermented Foods. In: Proceedings of FOODSIM’2026. ; 2026.
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2026 | Conference Paper | LibreCat-ID: 67342
Ekinci Birol D, Kouagou NJ, Sharma S, Khomich A, Sherif MA, Ngonga Ngomo A-C. ASTRA: Adaptive Structure-Aware Post-Hoc Alignment of Knowledge Graph Embeddings. In: ECML PKDD 2026. ; 2026.
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2026 | Conference Paper | LibreCat-ID: 67345
Bobe J, Eckert M, Scherenberg V, Klingsieck KB. Heute schon an morgen denken - Gruppenunterschiede in der Prokrastination klimafreundlichen Verhaltens. In: ; 2026.
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2026 | Conference Paper | LibreCat-ID: 67346
Bobe J, Eckert M, Scherenberg V, Klingsieck KB. Stress, Compulsive Internet Use, and Procrastination - A Mediation Model of Procrastination in High School Students. In: ; 2026.
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2026 | Dissertation | LibreCat-ID: 67348
Bobe J. Prokrastination Und Die Bedeutung Des Subjektiven Unwohlseins.; 2026.
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2026 | Journal Article | LibreCat-ID: 67357
Mpidi Bita I, Ugur E, Hovemann A, Dumitrescu R. Resilience-by-Design: Extracting Resilience Requirements Using the Resilience Graph in the Automotive Concept Phase. Future Internet. 2026;18(1). doi:10.3390/fi18010051
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2026 | Journal Article | LibreCat-ID: 67358
Knepler J, Seidenberg T, Grigoryan K, Asmar L, Dumitrescu R. AI-based scenario management for SMEs: the need for modular, explainable and reusable foresight pipelines. Proceedings of the Design Society. 2026;6:2373-2382. doi: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. Resilience-by-design: maturity model for assessing the resilience capabilities of automotive systems architecture in the concept phase. Proceedings of the Design Society. 2026;6:2821-2830. doi:10.1017/pds.2026.10640
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2026 | Journal Article | LibreCat-ID: 67368
Grothe R, Bita IM, Hovemann A, Dumitrescu R. Sustainability by design: the impact of product architecture decisions on the sustainability of products – a practitioner qualitative assessment. Proceedings of the Design Society. 2026;6:1291-1300. doi:10.1017/pds.2026.10487
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