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46068 Publications


2026 | Conference Paper | LibreCat-ID: 67295 | OA
Corporate resilience through generic AI-based workflows in strategic product planning
I. Gräßler, D. Özcan, in: I. Gräßler (Ed.), 1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University, LibreCat University, 2026.
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2026 | Conference Paper | LibreCat-ID: 67300
Enhancing Adversarial Robustness Through Multi-objective Representation Learning
S.S. Hotegni, S. Peitz, 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, Springer Nature Switzerland, Cham, 2026, pp. 442–454.
LibreCat | DOI
 

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.
LibreCat | DOI
 

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).
LibreCat | DOI
 

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 | 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.
LibreCat
 

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.
LibreCat
 

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.
LibreCat
 

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.
LibreCat
 

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.
LibreCat
 

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.
LibreCat
 

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.
LibreCat
 

2026 | Dissertation | LibreCat-ID: 67348
Prokrastination und die Bedeutung des subjektiven Unwohlseins
J. Bobe, Prokrastination Und Die Bedeutung Des Subjektiven Unwohlseins, 2026.
LibreCat
 

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).
LibreCat | DOI
 

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.
LibreCat | DOI
 

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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