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4091 Publikationen
2025 | Konferenzbeitrag | FH-PUB-ID: 5775
Cloud Classification and Solar Irradiance Forecasting Using All-Sky Images and based on Machine Learning Techniques
G. Behrens, Y. Ribouh, N. El Atmioui, A. Kruse, in: 2025.
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G. Behrens, Y. Ribouh, N. El Atmioui, A. Kruse, in: 2025.
2025 | Konferenzbeitrag | FH-PUB-ID: 5774
Cloud Classification and Solar Irradiance Forecasting Using All-Sky Images
G. Behrens, Y. Ribouh, N. El Atmioui, in: 2025.
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G. Behrens, Y. Ribouh, N. El Atmioui, in: 2025.
2025 | Konferenzbeitrag | FH-PUB-ID: 5772
Prognose von Pegelständen mit Methoden des Maschinellen Lernens und frei verfügbaren Daten
G. Behrens, D. Marten, L. Koch, M. Gaj, in: F. Fuchs-Kittkowski, A. Abecker, F. Hosenfeld, A. Reineke, M. Möller, Springer (Eds.), Umweltinformationssysteme - Digitalisierung für eine nachhaltige Planetare Zukunft/ Tagungsband des 31. Workshops “Umweltinformationssysteme (UIS 2024)” der Fachgruppe “Umweltinformationssysteme” der Gesellschaft für Informatik (GI), Springer Fachmedien Wiesbaden; Springer Vieweg , Berlin, 2025.
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G. Behrens, D. Marten, L. Koch, M. Gaj, in: F. Fuchs-Kittkowski, A. Abecker, F. Hosenfeld, A. Reineke, M. Möller, Springer (Eds.), Umweltinformationssysteme - Digitalisierung für eine nachhaltige Planetare Zukunft/ Tagungsband des 31. Workshops “Umweltinformationssysteme (UIS 2024)” der Fachgruppe “Umweltinformationssysteme” der Gesellschaft für Informatik (GI), Springer Fachmedien Wiesbaden; Springer Vieweg , Berlin, 2025.
2025 | Konferenzbeitrag | FH-PUB-ID: 6449 | 
Diagnosing Newton’s Solver Convergence Failures in the Initialization of Modelica Models
F. Casella, B. Bachmann, K. Abdelhak, P. Hannebohm, T. Van der Stelt, in: Proceedings of the 16th International Modelica&FMI Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU), Linköping University Electronic Press, 2025.
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F. Casella, B. Bachmann, K. Abdelhak, P. Hannebohm, T. Van der Stelt, in: Proceedings of the 16th International Modelica&FMI Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU), Linköping University Electronic Press, 2025.
2025 | Konferenzbeitrag | FH-PUB-ID: 6446 |
Constant Time Causalization using Resizable Arrays
K. Abdelhak, B. Bachmann, in: Proceedings of the 16th International Modelica&FMI Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU), Linköping University Electronic Press, 2025.
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K. Abdelhak, B. Bachmann, in: Proceedings of the 16th International Modelica&FMI Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU), Linköping University Electronic Press, 2025.
2025 | Artikel | FH-PUB-ID: 6445 |
Self-Adjusting Multi-Rate Runge-Kutta Methods: Analysis and Efficient Implementation in An Open Source Framework
B. Bachmann, L. Bonaventura, F. Casella, S. Fernández-García, M. Gómez-Mármol, P. Hannebohm, Journal of Scientific Computing 105 (2025).
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B. Bachmann, L. Bonaventura, F. Casella, S. Fernández-García, M. Gómez-Mármol, P. Hannebohm, Journal of Scientific Computing 105 (2025).
2025 | Konferenzbeitrag | FH-PUB-ID: 6361 |
Enhancing Collocation-Based Dynamic Optimization through Adaptive Mesh Refinement
L. Langenkamp, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 127–138.
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L. Langenkamp, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 127–138.
2025 | Konferenzbeitrag | FH-PUB-ID: 6359 |
Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming
L. Langenkamp, P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 445–457.
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L. Langenkamp, P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 445–457.
2025 | Preprint | FH-PUB-ID: 6448 |
Residual-Informed Learning of Solutions to Algebraic Loops
F. Brandt, A. Heuermann, P. Hannebohm, B. Bachmann, ArXiv:2510.09317 (2025).
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F. Brandt, A. Heuermann, P. Hannebohm, B. Bachmann, ArXiv:2510.09317 (2025).
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6357 |
Selective Evaluation of RHS during Multi-Rate Simulation
P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 943–947.
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P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 943–947.
2025 | Artikel | FH-PUB-ID: 5408 |
Check or reject? Trust and motivation development in app-based warning systems
M. von der Linde, M. Göcke, G. Hirschfeld, M.T. Thielsch, Safety Science 185 (2025).
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M. von der Linde, M. Göcke, G. Hirschfeld, M.T. Thielsch, Safety Science 185 (2025).
2025 | Artikel | FH-PUB-ID: 6962 |
Fine-Tuning of Lightweight Large Language Models for Sentiment Classification on Heterogeneous Financial Textual Data
A.P. Amorin, A. Python, C. Weisser, Preprint (2025).
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A.P. Amorin, A. Python, C. Weisser, Preprint (2025).
2025 | Konferenzbeitrag | FH-PUB-ID: 6966 |
From Prediction to Proposal in Catalysis: Robust Evaluation, LRP Explanations, and Relevance-Guided Candidate Generation
P. Semnani, M. Bogojeski, F. Bley, Z. Zhang, Q. Wu, T. Kneib, J. Herrmann, C. Weisser, K.R. Müller, in: Openreview, 2025.
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P. Semnani, M. Bogojeski, F. Bley, Z. Zhang, Q. Wu, T. Kneib, J. Herrmann, C. Weisser, K.R. Müller, in: Openreview, 2025.
2025 | Artikel | FH-PUB-ID: 6244 |
Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems
M. Niederhaus, N. Migenda, J. Weller, M. Kohlhase, W. Schenck, Big Data and Cognitive Computing 9 (2025).
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M. Niederhaus, N. Migenda, J. Weller, M. Kohlhase, W. Schenck, Big Data and Cognitive Computing 9 (2025).
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6298 |
Efficient Gait Analysis using Knowledge Distillation from Sparse Sensors
V. Katter, M. Kohlhase, in: H. Schulte, F. Hoffmann, R. Mikut, Karlsruher Institut für Technologie (KIT) (Eds.), Proceedings – 35. Workshop Computational Intelligence: Berlin, 20.–21. November 2025, Karlsruher Institut für Technologie (KIT), Karlsruhe, 2025, pp. 89–96.
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V. Katter, M. Kohlhase, in: H. Schulte, F. Hoffmann, R. Mikut, Karlsruher Institut für Technologie (KIT) (Eds.), Proceedings – 35. Workshop Computational Intelligence: Berlin, 20.–21. November 2025, Karlsruher Institut für Technologie (KIT), Karlsruhe, 2025, pp. 89–96.
2025 | Artikel | FH-PUB-ID: 6268 |
Incorporation of structural properties of the response surface into oblique model trees
M. Schöne, M. Kohlhase, O. Nelles, At - Automatisierungstechnik 73 (2025) 727–739.
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M. Schöne, M. Kohlhase, O. Nelles, At - Automatisierungstechnik 73 (2025) 727–739.
2025 | Konferenzbeitrag | FH-PUB-ID: 6825
Scheduling individualized products with reinforcement learning to reduce worker stress
L. Vogel, L. Vollenkemper, A. Müller, M. Kohlhase, in: S.-H. Sheu (Ed.), Preface: 2025 The 12th International Conference on Industrial Engineering and Applications (Europe), AIP Publishing, 2025.
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L. Vogel, L. Vollenkemper, A. Müller, M. Kohlhase, in: S.-H. Sheu (Ed.), Preface: 2025 The 12th International Conference on Industrial Engineering and Applications (Europe), AIP Publishing, 2025.
2025 | Konferenzbeitrag | FH-PUB-ID: 6310
Optical determination of the biomass particle size for Cellulosic Biofuel Production
P. Ulrich, C. Schwede, in: 2025 29th International Conference Information Visualisation (IV), IEEE, 2025, pp. 246–253.
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P. Ulrich, C. Schwede, in: 2025 29th International Conference Information Visualisation (IV), IEEE, 2025, pp. 246–253.
2025 | Konferenzbeitrag | FH-PUB-ID: 6795
Using Deep Learning to Improve Simulation-Based Decision Making by Process Lead Time Predictions
C. Schwede, A. Freiter, in: IEEE (Ed.), 2025 Winter Simulation Conference (WSC), IEEE, 2025, pp. 2989–3000.
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C. Schwede, A. Freiter, in: IEEE (Ed.), 2025 Winter Simulation Conference (WSC), IEEE, 2025, pp. 2989–3000.
2025 | Buchbeitrag | FH-PUB-ID: 6478 |
Herausforderungen bei der Gestaltung hybrider Ausbildungs- und Einsatzszenarien für studentische Lehr- Lernbegleiter*innen: Praxisbeispiel Digital Learning Scouts an der Hochschule Bielefeld
H. Pruisken, N.A. Brockmann, A. Mersch, in: R. Küstermann, A. Schreiber, A. Mersch, Y. Fischer, M. Kunkel (Eds.), Digitalbaukasten für kompetenzorientiertes Selbststudium, 1st ed., Springer VS, Wiesbaden, 2025, pp. 109–142.
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H. Pruisken, N.A. Brockmann, A. Mersch, in: R. Küstermann, A. Schreiber, A. Mersch, Y. Fischer, M. Kunkel (Eds.), Digitalbaukasten für kompetenzorientiertes Selbststudium, 1st ed., Springer VS, Wiesbaden, 2025, pp. 109–142.