Publications

Erik Marx, Thiemo Leonhardt, and Nadine Bergner. Brief Summary of Existing Research on Students’ Conceptions of AI. 1--2, October 2022. [PUMA: FIS_scads area_responsibleai xack]

Erik Marx, Clemens Witt, and Thiemo Leonhardt. Identifying Secondary School Students' Misconceptions about Machine Learning: An Interview Study. WiPSCE '24: Proceedings of the 19th WiPSCE Conference on Primary and Secondary Computing Education Research, 1--10, Association for Computing Machinery, Sep 16, 2024. [PUMA: FIS_scads area_responsibleai yaff]

Lea Schönberger, Erik Marx, and Nadine Bergner. Workshop: Künstliche Intelligenz im Informatikunterricht - Praxisperspektiven im Gespräch. 2023. [PUMA: FIS_scads area_responsibleai imported zno]

Erik Marx, and Nadine Bergner. Maschinelles Lernen in der Sekundarstufe I erlebbar machen: Workshop-Konzept zur Entwicklung einer intelligenten Museumsapp. 429--430, 2023. [PUMA: FIS_scads area_responsibleai imported nopdf] URL

Erik Marx, Thiemo Leonhardt, Nadine Bergner, and Clemens Witt. Exploring Students’ Preinstructional Mental Models of Machine Learning: Preliminary Findings. In Jean-Philippe Pellet, and Gabriel Parriaux (Eds.), 16th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2023, Local Proceedings, 233--236, Zenodo, 2023. [PUMA: FIS_scads area_responsibleai imported yaff]

Sandra Hummel, Syed Hur Abbas, Gitanjali Wadhwa, and Mana-Teresa Donner. Trustworthy AI-Mentors: Combining Large Language Models and Core NLP Techniques for Secure Learning Support. Sep 27, 2024. [PUMA: FIS_scads area_responsibleai imported nopdf] URL

Sandra Hummel, Gitanjali Wadhwa, Syed Hur Abbas, and Mana-Teresa Donner. Secure and Effective AI-based Learning Systems: Integrating Federated Learning and Large Language Models for Privacy-Preservation in Education. Sep 26, 2024. [PUMA: FIS_scads area_responsibleai imported nopdf] URL

Sandra Hummel, Mana-Teresa Donner, Gitanjali Wadhwa, and Syed Hur Abbas. Enhancing Learning Paths with AI-Mentoring. Oct 9, 2023. [PUMA: FIS_scads area_responsibleai imported nopdf] URL

Sandra Hummel, Mana-Teresa Donner, Syed Hur Abbas, and Gitanjali Wadhwa. Gestaltungsmerkmale KI-basierter Avatare zur Förderung selbstregulierten Lernens: Eine empirische Analyse. Sep 26, 2024. [PUMA: FIS_scads area_responsibleai imported nopdf] URL

Sandra Hummel, Gitanjali Wadhwa, Syed Hur Abbas, and Mana-Teresa Donner. AI-Based-Personalized Learning in Higher Education: From Tracing Learning Processes to Providing Tailored Educational Support. Sep 27, 2024. [PUMA: FIS_scads area_responsibleai imported nopdf] URL

Irem Aydin, Hermann Diebel-Fischer, Vincent Freiberger, Julia Möller-Klapperich, Erik Buchmann, Michael Färber, Anne Lauber-Rönsberg, and Birte Platow. Assessing Privacy Policies with AI: Ethical, Legal, and Technical Challenges. Oct 10, 2024. [PUMA: FIS_scads area_responsibleai yaff]

Florian Knutzen, Paul Averbeck, Caterina Barrasso, Laurens M. Bouwer, Barry Gardiner, José M. Grünzweig, Sabine Hänel, Karsten Haustein, Marius Rohde Johannessen, Stefan Kollet, Joni-Pekka Pietikaeinen, Karolina Pietras-Couffignal, Joaquim G. Pinto, Diana Rechid, Efi Rousi, Ana Russo, Laura Suarez-Gutierrez, Julian Wendler, Elena Xoplaki, and Daniel Gliksman. Impacts and damages of the European multi-year drought and heat event 2018–2022 on forests, a review. Jul 26, 2023. [PUMA: FIS_scads imported yaff topic_earthenvironment]

Caterina Barrasso, Robert Krüger, Anette Eltner, and Anna F. Cord. Mapping indicator species of segetal flora for result-based payments in arable land using UAV imagery and deep learning. Ecological indicators, (169)Elsevier Science B.V., December 2024. [PUMA: FIS_scads imported topic_earthenvironment xack yaff]

Jonas Richter, Maximilian Peter Dammann, Maximilian Kluge, Bernhard Saske, S. Arndt, Andreas Hornig, Kristin Paetzold-Byhain, and Niels Modler. Digitalized composite material and product development – strategies and methods for multiscale experimental-numerical validation processes using PLM and MBSE approaches. ECCM21 - Proceedings of the 21st European Conference on Composite Materials, (3):1576--1583, European Society for Composite Materials (ESCM), Jul 2, 2024. [PUMA: FIS_scads topic_engineering zno] URL

Johannes Gerritzen, Andreas Hornig, and Maik Gude. Graph based process models as basis for efficient data driven surrogates - Expediting the material development process. engrXiv : engineering archive, Open Engineering Inc., Nov 16, 2024. [PUMA: FIS_scads topic_engineering zno]

Moritz Kuhtz, Johannes Gerritzen, Jens Wiegand, Andreas Hornig, and Maik Gude. Modelling delamination in fibre-reinforced composites subjected to through-thickness compression by an adapted cohesive law. 14th European LS-DYNA Users Conference, DYNAmore GmbH, October 2023. [PUMA: FIS_scads imported nopdf topic_engineering] URL

B. Gröger, J. Gerritzen, A. Hornig, and M. Gude. Developing a numerical modelling strategy for metallic pin pressing processes in fibre reinforced thermoplastics to investigate fibre rearrangement mechanisms during joining. Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, (238)12:2286--2298, SAGE Publications, Nov 15, 2024. [PUMA: FIS_scads nopdf topic_engineering]

Giampiero Gallo, Ostap Okhrin, and Giuseppe Storti. Dynamic tail risk forecasting: what do realized skewness and kurtosis add?. Sep 20, 2024. [PUMA: FIS_scads topic_engineering yaff]

Dianzhao Li, and Ostap Okhrin. Vision-Based DRL Autonomous Driving Agent with Sim2Real Transfer. 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023, 866--873, Institute of Electrical and Electronics Engineers Inc., United States of America, 2023. [PUMA: FIS_scads imported topic_engineering zno] URL

Christian Genest, Ostap Okhrin, and Taras Bodnar. Preface to the Special Issue “Copula modeling from Abe Sklar to the present day”. Journal of Multivariate Analysis, (201)Academic Press Inc., May 2024. [PUMA: FIS_scads imported nopdf topic_engineering]