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2127 Publications


2024 | Conference Paper | LibreCat-ID: 49354
Domain Knowledge Injection Guidance for Predictive Maintenance
L. Afroze, S. Merkelbach, S. von Enzberg, R. Dumitrescu, in: ML4CPS 2023, 2024.
LibreCat
 

2024 | Journal Article | LibreCat-ID: 46469 | OA
Learning of discrete models of variational PDEs from data
C. Offen, S. Ober-Blöbaum, Chaos 34 (2024).
LibreCat | Files available | DOI | arXiv
 

2024 | Journal Article | LibreCat-ID: 50740
Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes
K.S. Weber, S. Schlesinger, A. Lang, K. Straßburger, H. Maalmi, A. Zhu, O.-P. Zaharia, A. Strom, G.J. Bönhof, J. Goletzke, S. Trenkamp, R. Wagner, A. Buyken, W. Lieb, M. Roden, C. Herder, M. Roden, H. Al-Hasani, B. Belgardt, E. Lammert, G. Bönhof, G. Geerling, C. Herder, A. Icks, K. Jandeleit-Dahm, J. Kotzka, O. Kuß, W. Rathmann, S. Schlesinger, V. Schrauwen-Hinderling, J. Szendroedi, S. Trenkamp, R. Wagner, Nutrition, Metabolism and Cardiovascular Diseases (2024).
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 40171 | OA
Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning
S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S.L. Brunton, K. Taira, Physica D: Nonlinear Phenomena 461 (2024) 134096.
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2024 | Journal Article | LibreCat-ID: 52346
Insights into the First Multi-Transition-Metal Containing Ruddlesden Popper-Type Cathode for all-solid-state Fluoride Ion Batteries
V. Vanita, A.I. Waidha, S. Vasala, P. Puphal, R. Schoch, P. Glatzel, M. Bauer, O. Clemens, Journal of Materials Chemistry A (2024).
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 33461 | OA
Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories
S.E. Otto, S. Peitz, C.W. Rowley, SIAM Journal on Applied Dynamical Systems 23 (2024) 885–923.
LibreCat | DOI | Download (ext.) | arXiv
 

2024 | Journal Article | LibreCat-ID: 52712
Ernährung und Alltagsbewältigung - Ein Spannungsfeld für Individuum, Haushalt und Gesellschaft
A. Buyken, L. Libuda, DGEwissen (2024).
LibreCat
 

2024 | Conference Paper | LibreCat-ID: 52827
Differentially Private Natural Language Models: Recent Advances and Future Directions
L. Hu, I. Habernal, L. Shen, D. Wang, in: Y. Graham, M. Purver (Eds.), Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, Association for Computational Linguistics, 2024, pp. 478–499.
LibreCat
 

2024 | Conference Paper | LibreCat-ID: 52842
DP-NMT: Scalable Differentially Private Machine Translation
T. Igamberdiev, D.N.L. Vu, F. Kuennecke, Z. Yu, J. Holmer, I. Habernal, in: N. Aletras, O. De Clercq (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, Association for Computational Linguistics, St. Julians, Malta, 2024, pp. 94–105.
LibreCat
 

2024 | Journal Article | LibreCat-ID: 53073
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
LibreCat | DOI
 

2024 | Conference Paper | LibreCat-ID: 53095
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling
K. Razavi, S. Ghafouri, M. Mühlhäuser, P. Jamshidi, L. Wang, 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 | OA
Causal Question Answering with Reinforcement Learning
L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d.
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2024 | Conference Paper | LibreCat-ID: 53304
Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning
M. Kuschel, T. Hasija, T. Marrinan, in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2024.
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2024 | Conference Paper | LibreCat-ID: 52749
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP
M. Vinzent Seiler, J. Rook, J. Heins, O.L. Preuß, J. Bossek, H. Trautmann, in: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2024.
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 53622
Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies
L. Höper, C. Schulte, Informatics in Education (2024).
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 52713
The association between dairy intake in adolescents with inflammation and risk markers of type 2 diabetes during young adulthood – results of the DONALD study
E. Hohoff, N. Jankovic, I. Perrar, M. Schnermann, C. Herder, U. Nöthlings, L. Libuda, U. Alexy, Public Health Nutrition (2024) 1–26.
LibreCat | DOI
 

2024 | Conference Paper | LibreCat-ID: 53638
Modular 3D roller straightening – A new approach to straightening and forming of spring steel wires (X10CrNi18-8)
F.S. Dahms, W. Homberg, in: Materials Research Proceedings, Materials Research Forum LLC, 2024.
LibreCat | DOI
 

2024 | Preprint | LibreCat-ID: 53793 | OA
Predicting PDEs Fast and Efficiently with Equivariant Extreme Learning Machines
H. Harder, S. Peitz, (n.d.).
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2024 | Preprint | LibreCat-ID: 52758
On the continuity and smoothness of the value function in reinforcement learning and optimal control
H. Harder, S. Peitz, (2024).
LibreCat
 

2024 | Preprint | LibreCat-ID: 53805 | OA
Machine learning of continuous and discrete variational ODEs with convergence guarantee and uncertainty quantification
C. Offen, (n.d.).
LibreCat | Files available | arXiv
 

2024 | Conference Paper | LibreCat-ID: 53814
Gamification- and Virtual Reality-Based Learning Environment for UML Class Diagram Modeling
E. Yigitbas, M. Schmidt, A. Bucchiarone, S. Bassanelli, G. Engels, in: IEEE Global Engineering Education Conference 2024, 2024.
LibreCat
 

2024 | Journal Article | LibreCat-ID: 51270 | OA
Métodos de la mediación de cultura en el entrenamiento práctico de futuros/as profesores/as de Alemán como Lengua Extranjera
A. Treder, Revista Lengua y Cultura 5 (2024) 56–68.
LibreCat | DOI | Download (ext.)
 

2024 | Preprint | LibreCat-ID: 53858 | OA
Common pitfalls to avoid while using multiobjective optimization in machine learning
J. Akhter, P.D. Fährmann, K. Sonntag, S. Peitz, ArXiv (2024).
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2024 | Conference Paper | LibreCat-ID: 53958
Detecting Security-Relevant Methods using Multi-label Machine Learning
O. Johnson, G. Piskachev, R. Krishnamurthy, E. Bodden, in: Proceedings of the 46th International Conference on Software Engineering, IDE Workshop, 2024.
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 54144
The meaning landscape of the concept of the total derivative in multivariable real analysis textbooks: an analysis based on a new model of meaning
E. Lankeit, R. Biehler, ZDM – Mathematics Education (2024).
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 48486 | OA
A mixed‐methods study of the quality of parental support during adolescents' information‐related Internet use as a co‐construction process
R. Kurock, J. Teichert, D.M. Meister, L. Gerhardts, H.M. Buhl, S. Bonanati, Journal of Adolescence 96 (2024) 566–579.
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2024 | Conference Paper | LibreCat-ID: 54356
Experimentally Verified 22 kW, 30 kHz LLC Resonant Converter Design with new Control for a 1 MW Cascaded H-Bridge Converter
R. Unruh, J. Böcker, F. Schafmeister, in: ECCE Europe 2024; IEEE Energy Conversion Congress & Exposition Europe, Darmstadt, n.d.
LibreCat
 

2023 | Conference Paper | LibreCat-ID: 34083
Identifying Feedback Types to Augment Feedback Comment Generation
M. Stahl, H. Wachsmuth, in: Proceedings of the 16th International Natural Language Generation Conference, n.d.
LibreCat
 

2023 | Journal Article | LibreCat-ID: 21199 | OA
On the Universal Transformation of Data-Driven Models to Control Systems
S. Peitz, K. Bieker, Automatica 149 (2023).
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2023 | Journal Article | LibreCat-ID: 36877
Crisis Communication on Twitter: Differences Between User Types in Top Tweets About the 2015 “Refugee Crisis” in Germany
S. Kapidzic, F. Frey, C. Neuberger, S. Stieglitz, M. Mirbabaie, International Journal of Communication 17 (2023).
LibreCat
 

2023 | Journal Article | LibreCat-ID: 37613 | OA
Does Augmented Reality Help to Understand Chemical Phenomena during Hands-On Experiments?–Implications for Cognitive Load and Learning
H. Peeters, S. Habig, S. Fechner, Multimodal Technologies and Interaction 7 (2023).
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2023 | Dissertation | LibreCat-ID: 37645 | OA
Experimentelle Kompetenz Physikstudierender
A.B. Bauer, Experimentelle Kompetenz Physikstudierender, LibreCat University, 2023.
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2023 | Journal Article | LibreCat-ID: 36505
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
B. Krueger, B. Stutz, N. Jankovic, U. Alexy, A. Kilanowski, L. Libuda, A.E. Buyken, PLOS ONE 18 (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 39976
Technology education in elementary school using the example of 'learning robots' – development and evaluation of an in-service teacher training concept
N. Janicki, C. Tenberge, Australasian Journal of Technology Education (n.d.).
LibreCat
 

2023 | Conference Paper | LibreCat-ID: 36522 | OA
Enhancing Comprehension and Navigation in Jupyter Notebooks with Static Analysis
A.P. Shivarpatna Venkatesh, J. Wang, L. Li, E. Bodden, in: IEEE SANER 2023 (International Conference on Software Analysis, Evolution and Reengineering), 2023.
LibreCat | Files available | DOI
 

2023 | Journal Article | LibreCat-ID: 41456
Reusability of Germany´s total diet study food list upon availability of new food consumption data—comparison of three update strategies
A.E. Kolbaum, S. Ptok, C. Jung, L. Libuda, O. Lindtner, Journal of Exposure Science & Environmental Epidemiology (2023).
LibreCat | DOI
 

2023 | Preprint | LibreCat-ID: 42160 | OA
Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs
S. Werner, S. Peitz, ArXiv:2302.07160 (2023).
LibreCat | Download (ext.) | arXiv
 

2023 | Conference Paper | LibreCat-ID: 42243
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"
M.F. Löper, G. Görel, F. Hellmich, in: Aristotle University of Thessaloniki/University of Macedonia, Thessaloniki, Greece, 2023.
LibreCat
 

2023 | Conference Paper | LibreCat-ID: 42244
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"
M.F. Löper, G. Görel, F. Hellmich, in: Aristotle University of Thessaloniki/University of Macedonia, Thessaloniki, Greece, 2023.
LibreCat
 

2023 | Journal Article | LibreCat-ID: 27426 | OA
On the structure of regularization paths for piecewise differentiable regularization terms
B. Gebken, K. Bieker, S. Peitz, Journal of Global Optimization 85 (2023) 709–741.
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2023 | Conference Paper | LibreCat-ID: 31849 | OA
Student Teachers ’ Knowledge of Congruence before a University Course on Geometry
M. Hoffmann, R. Biehler, in: M. Trigueros, B. Barquero, R. Hochmuth, J. Peters (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., Hannover, 2023.
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2023 | Conference Paper | LibreCat-ID: 43097 | OA
Innovations in university teaching based on mathematic education research
I. Florensa, M. Hoffmann, A. Romo Vázquez, M. Zandieh, R. Martínez-Planell, in: M. Trigueros, B. Barquero, R. Hochmuth, J. Peters (Eds.), Proceedings of the Fourth Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2022, 19-22 October 2022), Hannover, 2023.
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2023 | Conference Paper | LibreCat-ID: 43436
Learning Permutation-Invariant Embeddings for Description Logic Concepts
C. Demir, A.-C. Ngonga Ngomo, 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
Proof of concept for incremental sheet metal forming by means of electromagnetic and electrohydraulic high-speed forming
M. Holzmüller, M. Linnemann, W. Homberg, V. Psyk, V. Kräusel, J. Kroos, in: Materials Research Proceedings, Materials Research Forum LLC, 2023, pp. 11–18.
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 44477
Haushaltswissenschaft – Eine Diskussionsgrundlage
C. Küster, N. Klünder, I. Wagenknecht, Hauswirtschaft und Wissenschaft 71 (2023) 1–12.
LibreCat | DOI
 

2023 | Book (Editor) | LibreCat-ID: 44524
Wirtschaft neu ausrichten. Care-Initiativen in Deutschland, Österreich und der Schweiz.
U. Meier-Gräwe, I. Praetorius, F. Tecklenburg, eds., Wirtschaft neu ausrichten. Care-Initiativen in Deutschland, Österreich und der Schweiz., Verlag Barbara Budrich, Opladen, 2023.
LibreCat
 

2023 | Book Chapter | LibreCat-ID: 43170
Learning Computational Thinking in Secondary School (Year 8) in Germany in International Comparison: Results from ICILS 2018
A. Labusch, B. Eickelmann, in: T. Keane, A.E. Fluck (Eds.), Teaching Coding in K-12 Schools: Research and Application, Springer International Publishing, Cham, 2023, pp. 319–329.
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2023 | Journal Article | LibreCat-ID: 44672 | OA
Model-based condition monitoring of piezoelectric bending actuators
A. Bender, Sensors and Actuators A: Physical 357 (2023).
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2023 | Journal Article | LibreCat-ID: 45154
Motor learning principles during rehabilitation after anterior cruciate ligament injury Prinzipien motorischen Lernens während der Rehabilitation nach vorderer Kreuzbandverletzung
A. Gokeler, E.M. Nijmeijer, P. Heuvelmans, I. Tak, C. Ramponi, A. Benjaminse, Arthroskopie (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 45299
HIEF: a holistic interpretability and explainability framework
J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
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