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2115 Publications
2024 | Conference Paper | LibreCat-ID: 49354
L. Afroze, S. Merkelbach, S. von Enzberg, and R. Dumitrescu, “Domain Knowledge Injection Guidance for Predictive Maintenance,” presented at the ML4CPS – Machine Learning For Cyber-Physical Systems, Hamburg, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 46469 | 
C. Offen and S. Ober-Blöbaum, “Learning of discrete models of variational PDEs from data,” Chaos, vol. 34, no. 1, Art. no. 013104, 2024, doi: 10.1063/5.0172287.
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| arXiv
2024 | Journal Article | LibreCat-ID: 50740
K. S. Weber et al., “Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes,” Nutrition, Metabolism and Cardiovascular Diseases, 2024, doi: 10.1016/j.numecd.2023.12.026.
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2024 | Journal Article | LibreCat-ID: 40171 |
S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S. L. Brunton, and K. Taira, “Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning,” Physica D: Nonlinear Phenomena, vol. 461, p. 134096, 2024, doi: 10.1016/j.physd.2024.134096.
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2024 | Journal Article | LibreCat-ID: 52346
V. Vanita 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, 2024, doi: 10.1039/d4ta00704b.
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| DOI
2024 | Journal Article | LibreCat-ID: 33461 |
S. E. Otto, S. Peitz, and C. W. Rowley, “Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories,” SIAM Journal on Applied Dynamical Systems, vol. 23, no. 1, pp. 885–923, 2024, doi: 10.1137/22M1523601.
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| arXiv
2024 | Journal Article | LibreCat-ID: 52712
A. Buyken and L. Libuda, “Ernährung und Alltagsbewältigung - Ein Spannungsfeld für Individuum, Haushalt und Gesellschaft,” DGEwissen, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 52827
L. Hu, I. Habernal, L. Shen, and D. Wang, “Differentially Private Natural Language Models: Recent Advances and Future Directions,” in Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, 2024, pp. 478–499.
LibreCat
2024 | Conference Paper | LibreCat-ID: 52842
T. Igamberdiev, D. N. L. Vu, F. Kuennecke, Z. Yu, J. Holmer, and I. Habernal, “DP-NMT: Scalable Differentially Private Machine Translation,” in Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2024, pp. 94–105.
LibreCat
2024 | Journal Article | LibreCat-ID: 53073
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396, 2024, doi: 10.1609/aaai.v38i13.29352.
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2024 | Conference Paper | LibreCat-ID: 53095
K. Razavi, S. Ghafouri, M. Mühlhäuser, P. Jamshidi, and L. Wang, “Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling,” presented at the The 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with EuroSys 2024, Athens, Greece, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 52231 |
L. Blübaum and S. Heindorf, “Causal Question Answering with Reinforcement Learning,” presented at the The Web Conference, Singapore.
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2024 | Conference Paper | LibreCat-ID: 53304
M. Kuschel, T. Hasija, and T. Marrinan, “Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning,” 2024, doi: 10.1109/icassp48485.2024.10446173.
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2024 | Conference Paper | LibreCat-ID: 52749
M. Vinzent Seiler, J. Rook, J. Heins, O. L. Preuß, J. Bossek, and H. Trautmann, “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP,” 2024, doi: 10.1109/ssci52147.2023.10372008.
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2024 | Journal Article | LibreCat-ID: 53622
L. Höper and C. Schulte, “Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies,” Informatics in Education, 2024, doi: 10.15388/infedu.2024.19.
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2024 | Journal Article | LibreCat-ID: 52713
E. Hohoff 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, pp. 1–26, 2024, doi: 10.1017/s1368980024000624.
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2024 | Conference Paper | LibreCat-ID: 53638
F. S. Dahms and W. Homberg, “Modular 3D roller straightening – A new approach to straightening and forming of spring steel wires (X10CrNi18-8),” presented at the ESAFORM2024, Toulouse, 2024, doi: 10.21741/9781644903131-154.
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| DOI
2024 | Preprint | LibreCat-ID: 53793 |
H. Harder and S. Peitz, “Predicting PDEs Fast and Efficiently with Equivariant Extreme Learning Machines.” .
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2024 | Preprint | LibreCat-ID: 52758
H. Harder and S. Peitz, “On the continuity and smoothness of the value function in reinforcement learning and optimal control.” 2024.
LibreCat
2024 | Preprint | LibreCat-ID: 53805 |
C. Offen, “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
E. Yigitbas, M. Schmidt, A. Bucchiarone, S. Bassanelli, and G. Engels, “Gamification- and Virtual Reality-Based Learning Environment for UML Class Diagram Modeling,” 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 53858
J. Akhter, P. D. Fährmann, K. Sonntag, and S. Peitz, “Common pitfalls to avoid while using multiobjective optimization in machine learning,” 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 51270 |
A. Treder, “Métodos de la mediación de cultura en el entrenamiento práctico de futuros/as profesores/as de Alemán como Lengua Extranjera,” Revista Lengua y Cultura, vol. 5, no. 10, pp. 56–68, 2024, doi: https://doi.org/10.29057/lc.v5i10.12379.
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2023 | Conference Paper | LibreCat-ID: 34083
M. Stahl and H. Wachsmuth, “Identifying Feedback Types to Augment Feedback Comment Generation,” presented at the 16th International Natural Language Generation Conference.
LibreCat
2023 | Journal Article | LibreCat-ID: 21199 |
S. Peitz and K. Bieker, “On the Universal Transformation of Data-Driven Models to Control Systems,” Automatica, vol. 149, Art. no. 110840, 2023, doi: 10.1016/j.automatica.2022.110840.
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2023 | Journal Article | LibreCat-ID: 36877
S. Kapidzic, F. Frey, C. Neuberger, S. Stieglitz, and M. Mirbabaie, “Crisis Communication on Twitter: Differences Between User Types in Top Tweets About the 2015 ‘Refugee Crisis’ in Germany,” International Journal of Communication, vol. 17, no. 0, 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 37613 |
H. Peeters, S. Habig, and S. Fechner, “Does Augmented Reality Help to Understand Chemical Phenomena during Hands-On Experiments?–Implications for Cognitive Load and Learning,” Multimodal Technologies and Interaction, vol. 7, no. 2, Art. no. 9, 2023, doi: 10.3390/mti7020009.
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2023 | Dissertation | LibreCat-ID: 37645 |
A. B. Bauer, Experimentelle Kompetenz Physikstudierender. LibreCat University, 2023.
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2023 | Journal Article | LibreCat-ID: 36505
B. Krueger 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, vol. 18, no. 1, Art. no. e0279620, 2023, doi: 10.1371/journal.pone.0279620.
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| DOI
2023 | Journal Article | LibreCat-ID: 39976
N. Janicki and C. Tenberge, “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.
LibreCat
2023 | Conference Paper | LibreCat-ID: 36522 |
A. P. Shivarpatna Venkatesh, J. Wang, L. Li, and E. Bodden, “Enhancing Comprehension and Navigation in Jupyter Notebooks with Static Analysis,” presented at the 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
A. E. Kolbaum, S. Ptok, C. Jung, L. Libuda, and O. Lindtner, “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, 2023, doi: 10.1038/s41370-023-00522-4.
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2023 | Preprint | LibreCat-ID: 42160 |
S. Werner and S. Peitz, “Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs,” arXiv:2302.07160. 2023.
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| arXiv
2023 | Conference Paper | LibreCat-ID: 42243
M. F. Löper, G. Görel, and F. Hellmich, “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,’” 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 42244
M. F. Löper, G. Görel, and F. Hellmich, “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,’” 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 27426 |
B. Gebken, K. Bieker, and S. Peitz, “On the structure of regularization paths for piecewise differentiable regularization terms,” Journal of Global Optimization, vol. 85, no. 3, pp. 709–741, 2023, doi: 10.1007/s10898-022-01223-2.
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2023 | Conference Paper | LibreCat-ID: 31849 |
M. Hoffmann and R. Biehler, “Student Teachers ’ Knowledge of Congruence before a University Course on Geometry,” in 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: 43097 |
I. Florensa, M. Hoffmann, A. Romo Vázquez, M. Zandieh, and R. Martínez-Planell, “Innovations in university teaching based on mathematic education research,” in 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
C. Demir and A.-C. Ngonga Ngomo, “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, pp. 103–115.
LibreCat
2023 | Conference Paper | LibreCat-ID: 43044
M. Holzmüller, M. Linnemann, W. Homberg, V. Psyk, V. Kräusel, and J. Kroos, “Proof of concept for incremental sheet metal forming by means of electromagnetic and electrohydraulic high-speed forming,” in Materials Research Proceedings, Nürnberg, 2023, vol. 25, pp. 11–18, doi: 10.21741/9781644902417-2.
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2023 | Journal Article | LibreCat-ID: 44477
C. Küster, N. Klünder, and I. Wagenknecht, “Haushaltswissenschaft – Eine Diskussionsgrundlage,” Hauswirtschaft und Wissenschaft, vol. 71, pp. 1–12, 2023, doi: 10.23782/HUW_09_2023.
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2023 | Book (Editor) | LibreCat-ID: 44524
U. Meier-Gräwe, I. Praetorius, and F. Tecklenburg, Eds., Wirtschaft neu ausrichten. Care-Initiativen in Deutschland, Österreich und der Schweiz. Opladen: Verlag Barbara Budrich, 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 43170
A. Labusch and B. Eickelmann, “Learning Computational Thinking in Secondary School (Year 8) in Germany in International Comparison: Results from ICILS 2018,” in Teaching coding in K-12 schools: Research and application, T. Keane and A. E. Fluck, Eds. Cham: Springer International Publishing, 2023, pp. 319–329.
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2023 | Journal Article | LibreCat-ID: 44672 |
A. Bender, “Model-based condition monitoring of piezoelectric bending actuators,” Sensors and Actuators A: Physical, vol. 357, Art. no. 114399, 2023, doi: 10.1016/j.sna.2023.114399.
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2023 | Journal Article | LibreCat-ID: 45154
A. Gokeler, E. M. Nijmeijer, P. Heuvelmans, I. Tak, C. Ramponi, and A. Benjaminse, “Motor learning principles during rehabilitation after anterior cruciate ligament injury Prinzipien motorischen Lernens während der Rehabilitation nach vorderer Kreuzbandverletzung,” Arthroskopie, 2023, doi: 10.1007/s00142-023-00606-1.
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2023 | Journal Article | LibreCat-ID: 45299
J.-P. Kucklick, “HIEF: a holistic interpretability and explainability framework,” Journal of Decision Systems, pp. 1–41, 2023, doi: 10.1080/12460125.2023.2207268.
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2023 | Journal Article | LibreCat-ID: 41492
S. Pramanik et al., “Powder Production via Atomisation and Subsequent Laser Powder Bed Fusion Processing of Fe+316L Steel Hybrid Alloy,” Powders, vol. 2, no. 1, pp. 59–74, 2023, doi: 10.3390/powders2010005.
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2023 | Journal Article | LibreCat-ID: 43441
M. Šlapáková et al., “3D-structure of intermetallic interface layer in Al–steel clad material,” Vacuum, vol. 212, Art. no. 112043, 2023, doi: 10.1016/j.vacuum.2023.112043.
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2023 | Book Chapter | LibreCat-ID: 45360
M. Haase et al., “Umsetzung einer optimierten Oberflächenschlitzung zur Wirbelstromverlustreduktion auf der Oberfläche eines additiv gefertigten Permanentmagnet-Rotors,” in Proceedings of the 19th Rapid.Tech 3D Conference Erfurt, Germany, 9–11 May 2023, M. Kynast, M. Eichmann, and G. Witt, Eds. München: Carl Hanser Verlag GmbH & Co. KG, 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 45606 |
N. Freymuth, “Alternative für alle? Inklusionsspezifische Analyse der AfD und ihrer Wähler*innen,” in 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, Hh.-J. Balz, A. Huneke, C. Kuhlmann, and K. Römisch, Eds. Bochum, 2023, pp. 22–33.
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