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46027 Publications


2026 | Journal Article | LibreCat-ID: 67302
Fourier neural operators as data-driven surrogates for two- and three-dimensional Rayleigh–Bénard convection
T. Markmann, M. Straat, S. Peitz, B. Hammer, Neurocomputing 679 (2026) 133201.
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2026 | Conference Paper | LibreCat-ID: 67299 | OA
Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems
H. Harder, A. Vishwasrao, L. Guastoni, R. Vinuesa, S. Peitz, in: G. Sukhatme, L. Lindemann, S. Tu, A. Wierman, N. Atanasov (Eds.), Proceedings of The 8th Annual Learning for Dynamics and Control Conference, PMLR, 2026, pp. 1601–1619.
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2026 | Conference Paper | LibreCat-ID: 67303 | OA
Interactive Pareto navigation for deep multi-task learning
A.C. Amakor, K. Sonntag, S. Peitz, in: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2026, pp. 652–668.
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2026 | Conference Paper | LibreCat-ID: 67305 | OA
Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control
J. Becktepe, A. Franz, N. Thuerey, S. Peitz, in: International Conference on Machine Learning (ICML), 2026.
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2026 | Journal Article | LibreCat-ID: 67301
Evaluating Physics-Based, Hybrid, and Data-Driven Models for Rubber-Metal Bushings
M.C. Wohlleben, J. Schütte, M. Berkemeier, W. Sextro, S. Peitz, Multibody System Dynamics (2026).
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2026 | Preprint | LibreCat-ID: 67298 | OA
Automatic feature identification in least-squares policy iteration using the Koopman operator framework
C. Mugisho Zagabe, S. Peitz, ArXiv:2603.26464 (2026).
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2026 | Preprint | LibreCat-ID: 67304 | OA
Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection
T. Plotzki, S. Peitz, ArXiv:2603.28074 (2026).
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2026 | Journal Article | LibreCat-ID: 62816 | OA
Fast‐Responding O2 Gas Sensor Based on Luminescent Europium Metal‐Organic Frameworks (MOF‐76)
Z. Zhao, C. Weinberger, J. Steube, M. Bauer, M. Brehm, M. Tiemann, Advanced Functional Materials (2026).
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2026 | Conference Paper | LibreCat-ID: 67339
LYRA: Belief-Driven Scalable Class Expression Learning in Description Logics
A. Abdulmaqsod, Y. Mahmood, A.-C. Ngonga Ngomo, M.A. Sherif, in: The Semantic Web – ISWC 2026, Bari, Italy, 2026.
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2026 | Conference Paper | LibreCat-ID: 67344
TIM: Tiered Iterative Knowledge Graph Matching
A. Becker, A.-C. Ngonga Ngomo, M. Sherif, 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
ATLAS: Adaptive Attribute-Aware Post-Hoc Alignment of Knowledge Graph Embeddings
D. Ekinci Birol, N.J. KOUAGOU, M. Sherif, A.-C. Ngonga Ngomo, in: IEEE International Conference on Data Mining (ICDM) 2026, 2026.
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2026 | Conference Paper | LibreCat-ID: 67340
PBFF-KG: A FAIR Knowledge Graph Towards Sustainable Design of Plant-Based Fermented Foods
A. Abdulmaqsod, R. Ihtassine, C. Pénicaud, A. Saint-Eve, L. Brisset, A.-C. Ngonga Ngomo, M.A. Sherif, in: Proceedings of FOODSIM’2026, Ghent, Belgium, 2026.
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2026 | Conference Paper | LibreCat-ID: 67342
ASTRA: Adaptive Structure-Aware Post-Hoc Alignment of Knowledge Graph Embeddings
D. Ekinci Birol, N.J. Kouagou, S. Sharma, A. Khomich, M.A. Sherif, A.-C. Ngonga Ngomo, in: ECML PKDD 2026, 2026.
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2026 | Conference Paper | LibreCat-ID: 67345
Heute schon an morgen denken - Gruppenunterschiede in der Prokrastination klimafreundlichen Verhaltens
J. Bobe, M. Eckert, V. Scherenberg, K.B. Klingsieck, in: 2026.
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2026 | Conference Paper | LibreCat-ID: 67346
Stress, Compulsive Internet Use, and Procrastination - A Mediation Model of Procrastination in High School Students
J. Bobe, M. Eckert, V. Scherenberg, K.B. Klingsieck, in: 2026.
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2026 | Dissertation | LibreCat-ID: 67348
Prokrastination und die Bedeutung des subjektiven Unwohlseins
J. Bobe, Prokrastination Und Die Bedeutung Des Subjektiven Unwohlseins, 2026.
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2026 | Journal Article | LibreCat-ID: 67357
Resilience-by-Design: Extracting Resilience Requirements Using the Resilience Graph in the Automotive Concept Phase
I. Mpidi Bita, E. Ugur, A. Hovemann, R. Dumitrescu, Future Internet 18 (2026).
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2026 | Journal Article | LibreCat-ID: 67358
AI-based scenario management for SMEs: the need for modular, explainable and reusable foresight pipelines
J. Knepler, T. Seidenberg, K. Grigoryan, L. Asmar, R. Dumitrescu, Proceedings of the Design Society 6 (2026) 2373–2382.
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2026 | Journal Article | LibreCat-ID: 67367
Resilience-by-design: maturity model for assessing the resilience capabilities of automotive systems architecture in the concept phase
I. Mpidi Bita, V. Mellacheruvu, E. Ugur, A. Hovemann, R. Dumitrescu, Proceedings of the Design Society 6 (2026) 2821–2830.
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2026 | Journal Article | LibreCat-ID: 67368
Sustainability by design: the impact of product architecture decisions on the sustainability of products – a practitioner qualitative assessment
R. Grothe, I.M. Bita, A. Hovemann, R. Dumitrescu, Proceedings of the Design Society 6 (2026) 1291–1300.
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