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2115 Publications
2024 | Conference Paper | LibreCat-ID: 49354
Afroze L, Merkelbach S, von Enzberg S, Dumitrescu R. Domain Knowledge Injection Guidance for Predictive Maintenance. In: ML4CPS 2023. ; 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 46469 | 
Offen C, Ober-Blöbaum S. Learning of discrete models of variational PDEs from data. Chaos. 2024;34(1). doi:10.1063/5.0172287
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| arXiv
2024 | Journal Article | LibreCat-ID: 50740
Weber KS, Schlesinger S, Lang A, et al. Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes. Nutrition, Metabolism and Cardiovascular Diseases. Published online 2024. doi:10.1016/j.numecd.2023.12.026
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2024 | Journal Article | LibreCat-ID: 40171 |
Peitz S, Stenner J, Chidananda V, Wallscheid O, Brunton SL, Taira K. Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning. Physica D: Nonlinear Phenomena. 2024;461:134096. doi:10.1016/j.physd.2024.134096
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2024 | Journal Article | LibreCat-ID: 52346
Vanita V, Waidha AI, Vasala S, et al. Insights into the First Multi-Transition-Metal Containing Ruddlesden Popper-Type Cathode for all-solid-state Fluoride Ion Batteries. Journal of Materials Chemistry A. Published online 2024. doi:10.1039/d4ta00704b
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2024 | Journal Article | LibreCat-ID: 33461 |
Otto SE, Peitz S, Rowley CW. Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories. SIAM Journal on Applied Dynamical Systems. 2024;23(1):885-923. doi:10.1137/22M1523601
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| arXiv
2024 | Journal Article | LibreCat-ID: 52712
Buyken A, Libuda L. Ernährung und Alltagsbewältigung - Ein Spannungsfeld für Individuum, Haushalt und Gesellschaft. DGEwissen. Published online 2024.
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2024 | Conference Paper | LibreCat-ID: 52827
Hu L, Habernal I, Shen L, Wang D. Differentially Private Natural Language Models: Recent Advances and Future Directions. In: Graham Y, Purver M, eds. Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024. Association for Computational Linguistics; 2024:478–499.
LibreCat
2024 | Conference Paper | LibreCat-ID: 52842
Igamberdiev T, Vu DNL, Kuennecke F, Yu Z, Holmer J, Habernal I. DP-NMT: Scalable Differentially Private Machine Translation. In: Aletras N, De Clercq O, eds. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Association for Computational Linguistics; 2024:94–105.
LibreCat
2024 | Journal Article | LibreCat-ID: 53073
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352
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2024 | Conference Paper | LibreCat-ID: 53095
Razavi K, Ghafouri S, Mühlhäuser M, Jamshidi P, Wang L. Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. In: Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024. ACM; 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 52231 |
Blübaum L, Heindorf S. Causal Question Answering with Reinforcement Learning. In: The World Wide Web Conference (WWW). ACM.
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2024 | Conference Paper | LibreCat-ID: 53304
Kuschel M, Hasija T, Marrinan T. Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning. In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2024. doi:10.1109/icassp48485.2024.10446173
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2024 | Conference Paper | LibreCat-ID: 52749
Vinzent Seiler M, Rook J, Heins J, Preuß OL, Bossek J, Trautmann H. Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP. In: 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE; 2024. doi:10.1109/ssci52147.2023.10372008
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2024 | Journal Article | LibreCat-ID: 53622
Höper L, Schulte C. Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies. Informatics in Education. Published online 2024. doi:10.15388/infedu.2024.19
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2024 | Journal Article | LibreCat-ID: 52713
Hohoff E, Jankovic N, Perrar I, et al. The association between dairy intake in adolescents with inflammation and risk markers of type 2 diabetes during young adulthood – results of the DONALD study. Public Health Nutrition. Published online 2024:1-26. doi:10.1017/s1368980024000624
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2024 | Conference Paper | LibreCat-ID: 53638
Dahms FS, Homberg W. Modular 3D roller straightening – A new approach to straightening and forming of spring steel wires (X10CrNi18-8). In: Materials Research Proceedings. Materials Research Forum LLC; 2024. doi:10.21741/9781644903131-154
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2024 | Preprint | LibreCat-ID: 53793 |
Harder H, Peitz S. Predicting PDEs Fast and Efficiently with Equivariant Extreme Learning Machines.
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2024 | Preprint | LibreCat-ID: 52758
Harder H, Peitz S. On the continuity and smoothness of the value function in reinforcement learning and optimal control. Published online 2024.
LibreCat
2024 | Preprint | LibreCat-ID: 53805 |
Offen C. Machine learning of continuous and discrete variational ODEs with convergence guarantee and uncertainty quantification.
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| arXiv
2024 | Conference Paper | LibreCat-ID: 53814
Yigitbas E, Schmidt M, Bucchiarone A, Bassanelli S, Engels G. Gamification- and Virtual Reality-Based Learning Environment for UML Class Diagram Modeling. In: IEEE Global Engineering Education Conference 2024. ; 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 51270
Treder A. Métodos de la mediación de cultura en el entrenamiento práctico de futuros/as profesores/as de Alemán como Lengua Extranjera. Revista Lengua y Cultura.
LibreCat
2024 | Journal Article | LibreCat-ID: 53858
Akhter J, Fährmann PD, Sonntag K, Peitz S. Common pitfalls to avoid while using multiobjective optimization in machine learning. Published online 2024.
LibreCat
2023 | Conference Paper | LibreCat-ID: 34083
Stahl M, Wachsmuth H. Identifying Feedback Types to Augment Feedback Comment Generation. In: Proceedings of the 16th International Natural Language Generation Conference.
LibreCat
2023 | Journal Article | LibreCat-ID: 21199 |
Peitz S, Bieker K. On the Universal Transformation of Data-Driven Models to Control Systems. Automatica. 2023;149. doi:10.1016/j.automatica.2022.110840
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2023 | Journal Article | LibreCat-ID: 36877
Kapidzic S, Frey F, Neuberger C, Stieglitz S, Mirbabaie M. Crisis Communication on Twitter: Differences Between User Types in Top Tweets About the 2015 “Refugee Crisis” in Germany. International Journal of Communication. 2023;17(0).
LibreCat
2023 | Journal Article | LibreCat-ID: 37613 |
Peeters H, Habig S, Fechner S. Does Augmented Reality Help to Understand Chemical Phenomena during Hands-On Experiments?–Implications for Cognitive Load and Learning. Multimodal Technologies and Interaction. 2023;7(2). doi:10.3390/mti7020009
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2023 | Dissertation | LibreCat-ID: 37645 |
Bauer AB. Experimentelle Kompetenz Physikstudierender. LibreCat University; 2023. doi:10.17619/UNIPB/1-1652
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2023 | Journal Article | LibreCat-ID: 36505
Krueger B, Stutz B, Jankovic N, et al. The association of chronotype and social jet lag with body composition in German students: The role of physical activity behaviour and the impact of the pandemic lockdown. PLOS ONE. 2023;18(1). doi:10.1371/journal.pone.0279620
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2023 | Journal Article | LibreCat-ID: 39976
Janicki N, Tenberge C. Technology education in elementary school using the example of “learning robots” – development and evaluation of an in-service teacher training concept. Australasian Journal of Technology Education.
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2023 | Conference Paper | LibreCat-ID: 36522 |
Shivarpatna Venkatesh AP, Wang J, Li L, Bodden E. Enhancing Comprehension and Navigation in Jupyter Notebooks with Static Analysis. In: IEEE SANER 2023 (International Conference on Software Analysis, Evolution and Reengineering); 2023. doi:10.48550/ARXIV.2301.04419
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2023 | Journal Article | LibreCat-ID: 41456
Kolbaum AE, Ptok S, Jung C, Libuda L, Lindtner O. Reusability of Germany´s total diet study food list upon availability of new food consumption data—comparison of three update strategies. Journal of Exposure Science & Environmental Epidemiology. Published online 2023. doi:10.1038/s41370-023-00522-4
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2023 | Preprint | LibreCat-ID: 42160 |
Werner S, Peitz S. Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs. arXiv:230207160. Published online 2023.
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2023 | Conference Paper | LibreCat-ID: 42243
Löper MF, Görel G, Hellmich F. Improving students’ attitudes towards peers with special needs: Results from an intervention study. Symposium “Chances and challenges in diverse classrooms” (Sepideh Hassani & Marwin Felix Loeper). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. “Education as a Hope in Uncertain Times.” In: Aristotle University of Thessaloniki/University of Macedonia; 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 42244
Löper MF, Görel G, Hellmich F. Prerequisites for primary school teachers’ practices in the inclusive classroom. Symposium "Applying the Theory of Planned Behavior in Inclusive Education« (Olli-Pekka Malinen). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. “Education as a Hope in Uncertain Times.” In: Aristotle University of Thessaloniki/University of Macedonia; 2023.
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2023 | Journal Article | LibreCat-ID: 27426 |
Gebken B, Bieker K, Peitz S. On the structure of regularization paths for piecewise differentiable regularization terms. Journal of Global Optimization. 2023;85(3):709-741. doi:10.1007/s10898-022-01223-2
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2023 | Conference Paper | LibreCat-ID: 31849 |
Hoffmann M, Biehler R. Student Teachers ’ Knowledge of Congruence before a University Course on Geometry. In: Trigueros M, Barquero B, Hochmuth R, Peters J, eds. Proceedings of the Fourth Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2022, 19-22 October 2022). University of Hannover and INDRUM.; 2023.
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2023 | Conference Paper | LibreCat-ID: 43097 |
Florensa I, Hoffmann M, Romo Vázquez A, Zandieh M, Martínez-Planell R. Innovations in university teaching based on mathematic education research. In: Trigueros M, Barquero B, Hochmuth R, Peters J, eds. Proceedings of the Fourth Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2022, 19-22 October 2022). ; 2023.
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2023 | Conference Paper | LibreCat-ID: 43436
Demir C, Ngonga Ngomo A-C. Learning Permutation-Invariant Embeddings for Description Logic Concepts. In: Advances in Intelligent Data Analysis XXI: 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-La-Neuve, Belgium, April 12–14, 2023, Proceedings. ; 2023:103–115.
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2023 | Conference Paper | LibreCat-ID: 43044
Holzmüller M, Linnemann M, Homberg W, Psyk V, Kräusel V, Kroos J. Proof of concept for incremental sheet metal forming by means of electromagnetic and electrohydraulic high-speed forming. In: Materials Research Proceedings. Vol 25. Materials Research Forum LLC; 2023:11-18. doi:10.21741/9781644902417-2
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2023 | Journal Article | LibreCat-ID: 44477
Küster C, Klünder N, Wagenknecht I. Haushaltswissenschaft – Eine Diskussionsgrundlage. Hauswirtschaft und Wissenschaft. 2023;71:1-12. doi: 10.23782/HUW_09_2023
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2023 | Book (Editor) | LibreCat-ID: 44524
Meier-Gräwe U, Praetorius I, Tecklenburg F, eds. Wirtschaft neu ausrichten. Care-Initiativen in Deutschland, Österreich und der Schweiz. Verlag Barbara Budrich; 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 43170
Labusch A, Eickelmann B. Learning Computational Thinking in Secondary School (Year 8) in Germany in International Comparison: Results from ICILS 2018. In: Keane T, Fluck AE, eds. Teaching Coding in K-12 Schools: Research and Application. Springer International Publishing; 2023:319-329. doi:10.1007/978-3-031-21970-2_21
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2023 | Journal Article | LibreCat-ID: 44672 |
Bender A. Model-based condition monitoring of piezoelectric bending actuators. Sensors and Actuators A: Physical. 2023;357. doi:10.1016/j.sna.2023.114399
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2023 | Journal Article | LibreCat-ID: 45154
Gokeler A, Nijmeijer EM, Heuvelmans P, Tak I, Ramponi C, Benjaminse A. Motor learning principles during rehabilitation after anterior cruciate ligament injury Prinzipien motorischen Lernens während der Rehabilitation nach vorderer Kreuzbandverletzung. Arthroskopie. Published online 2023. doi:10.1007/s00142-023-00606-1
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2023 | Journal Article | LibreCat-ID: 45299
Kucklick J-P. HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems. Published online 2023:1-41. doi:10.1080/12460125.2023.2207268
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2023 | Journal Article | LibreCat-ID: 41492
Pramanik S, Andreiev A, Hoyer K-P, et al. Powder Production via Atomisation and Subsequent Laser Powder Bed Fusion Processing of Fe+316L Steel Hybrid Alloy. Powders. 2023;2(1):59-74. doi:10.3390/powders2010005
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| DOI
2023 | Journal Article | LibreCat-ID: 43441
Šlapáková M, Kihoulou B, Veselý J, et al. 3D-structure of intermetallic interface layer in Al–steel clad material. Vacuum. 2023;212. doi:10.1016/j.vacuum.2023.112043
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2023 | Book Chapter | LibreCat-ID: 45360
Haase M, Bieber M, Tasche F, et al. Umsetzung einer optimierten Oberflächenschlitzung zur Wirbelstromverlustreduktion auf der Oberfläche eines additiv gefertigten Permanentmagnet-Rotors. In: Kynast M, Eichmann M, Witt G, eds. Proceedings of the 19th Rapid.Tech 3D Conference Erfurt, Germany, 9–11 May 2023. Carl Hanser Verlag GmbH & Co. KG; 2023.
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2023 | Book Chapter | LibreCat-ID: 45606 |
Freymuth N. Alternative für alle? Inklusionsspezifische Analyse der AfD und ihrer Wähler*innen. In: Balz Hh-J, Huneke A, Kuhlmann C, Römisch K, eds. Diskriminierungsprozesse Und Teilhabeperspektiven - Herausforderungen Für Die Praxis Der Inklusion. Ausgewählte Master-Thesen 2018-2022 Des Masterstudiengangs “Soziale Inklusion: Gesundheit Und Bildung” Der Evangelischen Hochschule Rheinland-Westfalen-Lippe. ; 2023:22-33.
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