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46038 Publications
2026 | Conference Paper | LibreCat-ID: 67300
Hotegni, Sedjro Salomon, and Sebastian Peitz. “Enhancing Adversarial Robustness Through Multi-Objective Representation Learning.” Artificial Neural Networks and Machine Learning – ICANN 2025, edited by Walter Senn et al., Springer Nature Switzerland, 2026, pp. 442–454, doi:10.1007/978-3-032-04558-4_35.
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2026 | Journal Article | LibreCat-ID: 67302
Markmann, Thorben, et al. “Fourier Neural Operators as Data-Driven Surrogates for Two- and Three-Dimensional Rayleigh–Bénard Convection.” Neurocomputing, vol. 679, 2026, p. 133201, doi:10.1016/j.neucom.2026.133201.
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2026 | Conference Paper | LibreCat-ID: 67299 | 
Harder, Hans, et al. “Efficient Probabilistic Surrogate Modeling Techniques for Partially-Observed Large-Scale Dynamical Systems.” Proceedings of The 8th Annual Learning for Dynamics and Control Conference, edited by Gaurav Sukhatme et al., vol. 331, PMLR, 2026, pp. 1601–1619, doi:10.48550/arXiv.2511.04641.
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2026 | Conference Paper | LibreCat-ID: 67303 |
Amakor, Augustina Chidinma, et al. “Interactive Pareto Navigation for Deep Multi-Task Learning.” European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2026, pp. 652–68, doi:10.1007/978-3-032-37667-1_37.
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2026 | Conference Paper | LibreCat-ID: 67305 |
Becktepe, Jannis, et al. “Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control.” International Conference on Machine Learning (ICML), 2026, doi:10.48550/arXiv.2601.15015.
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2026 | Journal Article | LibreCat-ID: 67301
Wohlleben, Meike Claudia, et al. “Evaluating Physics-Based, Hybrid, and Data-Driven Models for Rubber-Metal Bushings.” Multibody System Dynamics, 2026, doi:10.1007/s11044-026-10146-9.
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2026 | Preprint | LibreCat-ID: 67298 |
Mugisho Zagabe, Christian, and Sebastian Peitz. “Automatic Feature Identification in Least-Squares Policy Iteration Using the Koopman Operator Framework.” ArXiv:2603.26464, 2026.
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2026 | Preprint | LibreCat-ID: 67304 |
Plotzki, Tim, and Sebastian Peitz. “Koopman-Based Surrogate Modeling for Reinforcement-Learning-Control of Rayleigh-Benard Convection.” ArXiv:2603.28074, 2026.
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2026 | Journal Article | LibreCat-ID: 62816 |
Zhao, Zhenyu, et al. “Fast‐Responding O2 Gas Sensor Based on Luminescent Europium Metal‐Organic Frameworks (MOF‐76).” Advanced Functional Materials, e11190, Wiley, 2026, doi:10.1002/adfm.202511190.
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2026 | Conference Paper | LibreCat-ID: 67339
Abdulmaqsod, Amgad, et al. “LYRA: Belief-Driven Scalable Class Expression Learning in Description Logics.” The Semantic Web – ISWC 2026, 2026.
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2026 | Conference Paper | LibreCat-ID: 67344
Becker, Alexander, et al. “TIM: Tiered Iterative Knowledge Graph Matching.” 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, Duygu, et al. “ATLAS: Adaptive Attribute-Aware Post-Hoc Alignment of Knowledge Graph Embeddings.” IEEE International Conference on Data Mining (ICDM) 2026, 2026.
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2026 | Conference Paper | LibreCat-ID: 67340
Abdulmaqsod, Amgad, et al. “PBFF-KG: A FAIR Knowledge Graph Towards Sustainable Design of Plant-Based Fermented Foods.” Proceedings of FOODSIM’2026, 2026.
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2026 | Conference Paper | LibreCat-ID: 67342
Ekinci Birol, Duygu, et al. “ASTRA: Adaptive Structure-Aware Post-Hoc Alignment of Knowledge Graph Embeddings.” ECML PKDD 2026, 2026.
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2026 | Conference Paper | LibreCat-ID: 67345
Bobe, Julia, et al. Heute Schon an Morgen Denken - Gruppenunterschiede in Der Prokrastination Klimafreundlichen Verhaltens. 2026.
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2026 | Conference Paper | LibreCat-ID: 67346
Bobe, Julia, et al. Stress, Compulsive Internet Use, and Procrastination - A Mediation Model of Procrastination in High School Students. 2026.
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2026 | Dissertation | LibreCat-ID: 67348
Bobe, Julia. Prokrastination Und Die Bedeutung Des Subjektiven Unwohlseins. 2026.
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2026 | Journal Article | LibreCat-ID: 67357
Mpidi Bita, Isaac, et al. “Resilience-by-Design: Extracting Resilience Requirements Using the Resilience Graph in the Automotive Concept Phase.” Future Internet, vol. 18, no. 1, 51, MDPI AG, 2026, doi:10.3390/fi18010051.
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2026 | Journal Article | LibreCat-ID: 67358
Knepler, Jonas, et al. “AI-Based Scenario Management for SMEs: The Need for Modular, Explainable and Reusable Foresight Pipelines.” Proceedings of the Design Society, vol. 6, Cambridge University Press (CUP), 2026, pp. 2373–82, doi:10.1017/pds.2026.10595.
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2026 | Journal Article | LibreCat-ID: 67367
Mpidi Bita, Isaac, et al. “Resilience-by-Design: Maturity Model for Assessing the Resilience Capabilities of Automotive Systems Architecture in the Concept Phase.” Proceedings of the Design Society, vol. 6, Cambridge University Press (CUP), 2026, pp. 2821–30, doi:10.1017/pds.2026.10640.
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