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2115 Publications
2024 | Conference Paper | LibreCat-ID: 49354
Afroze, Lameya, Silke Merkelbach, Sebastian von Enzberg, and Roman Dumitrescu. “Domain Knowledge Injection Guidance for Predictive Maintenance.” In ML4CPS 2023, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 46469 | 
Offen, Christian, and Sina Ober-Blöbaum. “Learning of Discrete Models of Variational PDEs from Data.” Chaos 34, no. 1 (2024). https://doi.org/10.1063/5.0172287.
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| arXiv
2024 | Journal Article | LibreCat-ID: 50740
Weber, Katharina S., Sabrina Schlesinger, Alexander Lang, Klaus Straßburger, Haifa Maalmi, Anna Zhu, Oana-Patricia Zaharia, et al. “Association of Dietary Patterns with Diabetes-Related Comorbidities Varies among Diabetes Endotypes.” Nutrition, Metabolism and Cardiovascular Diseases, 2024. https://doi.org/10.1016/j.numecd.2023.12.026.
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2024 | Journal Article | LibreCat-ID: 40171 |
Peitz, Sebastian, Jan Stenner, Vikas Chidananda, Oliver Wallscheid, Steven L. Brunton, and Kunihiko Taira. “Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning.” Physica D: Nonlinear Phenomena 461 (2024): 134096. https://doi.org/10.1016/j.physd.2024.134096.
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2024 | Journal Article | LibreCat-ID: 52346
Vanita, Vanita, Aamir Iqbal Waidha, Sami Vasala, Pascal Puphal, Roland Schoch, Pieter Glatzel, Matthias Bauer, and Oliver Clemens. “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. https://doi.org/10.1039/d4ta00704b.
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2024 | Journal Article | LibreCat-ID: 33461 |
Otto, Samuel E., Sebastian Peitz, and Clarence W. Rowley. “Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories.” SIAM Journal on Applied Dynamical Systems 23, no. 1 (2024): 885–923. https://doi.org/10.1137/22M1523601.
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| arXiv
2024 | Journal Article | LibreCat-ID: 52712
Buyken, Anette, and Lars Libuda. “Ernährung Und Alltagsbewältigung - Ein Spannungsfeld Für Individuum, Haushalt Und Gesellschaft.” DGEwissen, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 52827
Hu, Lijie, Ivan Habernal, Lei Shen, and Di 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, edited by Yvette Graham and Matthew Purver, 478–499. Association for Computational Linguistics, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 52842
Igamberdiev, Timour, Doan Nam Long Vu, Felix Kuennecke, Zhuo Yu, Jannik Holmer, and Ivan 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, edited by Nikolaos Aletras and Orphee De Clercq, 94–105. St. Julians, Malta: Association for Computational Linguistics, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 53073
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 13 (2024): 14388–96. https://doi.org/10.1609/aaai.v38i13.29352.
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2024 | Conference Paper | LibreCat-ID: 53095
Razavi, Kamran, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, and Lin Wang. “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, Lukas, and Stefan Heindorf. “Causal Question Answering with Reinforcement Learning.” In The World Wide Web Conference (WWW). ACM, n.d.
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2024 | Conference Paper | LibreCat-ID: 53304
Kuschel, Maurice, Tanuj Hasija, and Timothy Marrinan. “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. https://doi.org/10.1109/icassp48485.2024.10446173.
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2024 | Conference Paper | LibreCat-ID: 52749
Vinzent Seiler, Moritz, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, and Heike Trautmann. “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.” In 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 2024. https://doi.org/10.1109/ssci52147.2023.10372008.
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2024 | Journal Article | LibreCat-ID: 53622
Höper, Lukas, and Carsten Schulte. “Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies.” Informatics in Education, 2024. https://doi.org/10.15388/infedu.2024.19.
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2024 | Journal Article | LibreCat-ID: 52713
Hohoff, E, N Jankovic, I Perrar, ME Schnermann, C Herder, U Nöthlings, Lars Libuda, and U Alexy. “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, 2024, 1–26. https://doi.org/10.1017/s1368980024000624.
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2024 | Conference Paper | LibreCat-ID: 53638
Dahms, Frederik Simon, and Werner Homberg. “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. https://doi.org/10.21741/9781644903131-154.
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2024 | Preprint | LibreCat-ID: 53793 |
Harder, Hans, and Sebastian Peitz. “Predicting PDEs Fast and Efficiently with Equivariant Extreme Learning Machines,” n.d.
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2024 | Preprint | LibreCat-ID: 52758
Harder, Hans, and Sebastian Peitz. “On the Continuity and Smoothness of the Value Function in Reinforcement Learning and Optimal Control,” 2024.
LibreCat
2024 | Preprint | LibreCat-ID: 53805 |
Offen, Christian. “Machine Learning of Continuous and Discrete Variational ODEs with Convergence Guarantee and Uncertainty Quantification,” n.d.
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| arXiv
2024 | Conference Paper | LibreCat-ID: 53814
Yigitbas, Enes, Maximilian Schmidt, Antonio Bucchiarone, Simone Bassanelli, and Gregor Engels. “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: 53858
Akhter, Junaid, Paul David Fährmann, Konstantin Sonntag, and Sebastian Peitz. “Common Pitfalls to Avoid While Using Multiobjective Optimization in Machine Learning,” 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 51270 |
Treder, Alexandra. “Métodos de la mediación de cultura en el entrenamiento práctico de futuros/as profesores/as de Alemán como Lengua Extranjera.” Revista Lengua y Cultura 5, no. 10 (2024): 56–68. https://doi.org/10.29057/lc.v5i10.12379.
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2023 | Conference Paper | LibreCat-ID: 34083
Stahl, Maja, and Henning Wachsmuth. “Identifying Feedback Types to Augment Feedback Comment Generation.” In Proceedings of the 16th International Natural Language Generation Conference, n.d.
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2023 | Journal Article | LibreCat-ID: 21199 |
Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation of Data-Driven Models to Control Systems.” Automatica 149 (2023). https://doi.org/10.1016/j.automatica.2022.110840.
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2023 | Journal Article | LibreCat-ID: 36877
Kapidzic, Sanja, Felix Frey, Christoph Neuberger, Stefan Stieglitz, and Milad Mirbabaie. “Crisis Communication on Twitter: Differences Between User Types in Top Tweets About the 2015 ‘Refugee Crisis’ in Germany.” International Journal of Communication 17, no. 0 (2023).
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2023 | Journal Article | LibreCat-ID: 37613 |
Peeters, Hendrik, Sebastian Habig, and Sabine Fechner. “Does Augmented Reality Help to Understand Chemical Phenomena during Hands-On Experiments?–Implications for Cognitive Load and Learning.” Multimodal Technologies and Interaction 7, no. 2 (2023). https://doi.org/10.3390/mti7020009.
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2023 | Dissertation | LibreCat-ID: 37645 |
Bauer, Anna Brigitte. Experimentelle Kompetenz Physikstudierender. LibreCat University, 2023. https://doi.org/10.17619/UNIPB/1-1652.
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2023 | Journal Article | LibreCat-ID: 36505
Krueger, Betina, Bianca Stutz, Nicole Jankovic, Ute Alexy, Anna Kilanowski, Lars Libuda, and Anette E. Buyken. “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 18, no. 1 (2023). https://doi.org/10.1371/journal.pone.0279620.
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2023 | Journal Article | LibreCat-ID: 39976
Janicki, Nicole, and Claudia 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, n.d.
LibreCat
2023 | Conference Paper | LibreCat-ID: 36522 |
Shivarpatna Venkatesh, Ashwin Prasad, Jiawei Wang, Li Li, and Eric Bodden. “Enhancing Comprehension and Navigation in Jupyter Notebooks with Static Analysis.” IEEE SANER 2023 (International Conference on Software Analysis, Evolution and Reengineering), 2023. https://doi.org/10.48550/ARXIV.2301.04419.
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2023 | Journal Article | LibreCat-ID: 41456
Kolbaum, Anna Elena, Sebastian Ptok, Christian Jung, Lars Libuda, and Oliver 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. https://doi.org/10.1038/s41370-023-00522-4.
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2023 | Preprint | LibreCat-ID: 42160 |
Werner, Stefan, and Sebastian 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
Löper, Marwin Felix, Gamze Görel, and Frank 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.’” Thessaloniki, Greece: Aristotle University of Thessaloniki/University of Macedonia, 2023.
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2023 | Conference Paper | LibreCat-ID: 42244
Löper, Marwin Felix, Gamze Görel, and Frank 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.’” Thessaloniki, Greece: Aristotle University of Thessaloniki/University of Macedonia, 2023.
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2023 | Journal Article | LibreCat-ID: 27426 |
Gebken, Bennet, Katharina Bieker, and Sebastian Peitz. “On the Structure of Regularization Paths for Piecewise Differentiable Regularization Terms.” Journal of Global Optimization 85, no. 3 (2023): 709–41. https://doi.org/10.1007/s10898-022-01223-2.
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2023 | Conference Paper | LibreCat-ID: 31849 |
Hoffmann, Max, and Rolf 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), edited by Marı́a Trigueros, Berta Barquero, Reinhard Hochmuth, and Jana Peters. Hannover: University of Hannover and INDRUM., 2023.
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2023 | Conference Paper | LibreCat-ID: 43097 |
Florensa, Ignasio, Max Hoffmann, Avenilde Romo Vázquez, Michelle Zandieh, and Rafael 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), edited by Marı́a Trigueros, Berta Barquero, Reinhard Hochmuth, and Jana Peters. Hannover, 2023.
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2023 | Conference Paper | LibreCat-ID: 43436
Demir, Caglar, and Axel-Cyrille 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, 103–115, 2023.
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2023 | Conference Paper | LibreCat-ID: 43044
Holzmüller, Maik, Maik Linnemann, Werner Homberg, Verena Psyk, Verena Kräusel, and Janika Kroos. “Proof of Concept for Incremental Sheet Metal Forming by Means of Electromagnetic and Electrohydraulic High-Speed Forming.” In Materials Research Proceedings, 25:11–18. Materials Research Forum LLC, 2023. https://doi.org/10.21741/9781644902417-2.
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2023 | Journal Article | LibreCat-ID: 44477
Küster, Christine, Nina Klünder, and Inga Wagenknecht. “Haushaltswissenschaft – Eine Diskussionsgrundlage.” Hauswirtschaft und Wissenschaft 71 (2023): 1–12. https://doi.org/ 10.23782/HUW_09_2023.
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2023 | Book (Editor) | LibreCat-ID: 44524
Meier-Gräwe, Uta, Ina Praetorius, and Feline Tecklenburg, eds. Wirtschaft neu ausrichten. Care-Initiativen in Deutschland, Österreich und der Schweiz. Opladen: Verlag Barbara Budrich, 2023.
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2023 | Book Chapter | LibreCat-ID: 43170
Labusch, Amelie, and Birgit 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, edited by T. Keane and A. E. Fluck, 319–29. Cham: Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-21970-2_21.
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2023 | Journal Article | LibreCat-ID: 44672 |
Bender, Amelie. “Model-Based Condition Monitoring of Piezoelectric Bending Actuators.” Sensors and Actuators A: Physical 357 (2023). https://doi.org/10.1016/j.sna.2023.114399.
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2023 | Journal Article | LibreCat-ID: 45154
Gokeler, Alli, 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. https://doi.org/10.1007/s00142-023-00606-1.
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2023 | Journal Article | LibreCat-ID: 45299
Kucklick, Jan-Peter. “HIEF: A Holistic Interpretability and Explainability Framework.” Journal of Decision Systems, 2023, 1–41. https://doi.org/10.1080/12460125.2023.2207268.
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2023 | Journal Article | LibreCat-ID: 41492
Pramanik, Sudipta, Anatolii Andreiev, Kay-Peter Hoyer, Jan Tobias Krüger, Florian Hengsbach, Alexander Kircheis, Weiyu Zhao, Jörg Fischer-Bühner, and Mirko Schaper. “Powder Production via Atomisation and Subsequent Laser Powder Bed Fusion Processing of Fe+316L Steel Hybrid Alloy.” Powders 2, no. 1 (2023): 59–74. https://doi.org/10.3390/powders2010005.
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2023 | Journal Article | LibreCat-ID: 43441
Šlapáková, Michaela, Barbora Kihoulou, Jozef Veselý, Peter Minárik, Klaudia Fekete, Michal Knapek, Rostislav Králík, Olexandr Grydin, Mykhailo Stolbchenko, and Mirko Schaper. “3D-Structure of Intermetallic Interface Layer in Al–Steel Clad Material.” Vacuum 212 (2023). https://doi.org/10.1016/j.vacuum.2023.112043.
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2023 | Book Chapter | LibreCat-ID: 45360
Haase, Michael, Maximilian Bieber, Frederik Tasche, Mirko Schaper, Kay-Peter Hoyer, Bernd Ponik, and Balázs Magyar. “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, edited by Michael Kynast, Michael Eichmann, and Gerd Witt. München: Carl Hanser Verlag GmbH & Co. KG, 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 45606 |
Freymuth, Nina. “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, edited by HHans-Jürgen Balz, Annika Huneke, Carola Kuhlmann, and Kathrin Römisch, 22–33. Bochum, 2023.
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