Publications

Suryanarayana Maddu, Dominik Sturm, Bevan L. Cheeseman, Christian L. Müller, und Ivo F. Sbalzarini. Learning computable models from data. 1--6, 2021. [PUMA: Differential ENO-WENO, FIS_scads Neural Surrogate modeling networks, operators, yaff]

David Oechsler. Lévy Langevin Monte Carlo. Statistics and Computing, (34 (2024))1Springer, Dordrecht u. a., 10.11.2023. [PUMA: Carlo, FIS_scads Invariant Langevin Limiting L{\'e}vy Monte Stochastic differential distributions, equations processes, yaff]

Johannes Bamme, und Ivo F. Sbalzarini. A Mathematical Definition of Particle Methods. 12.05.2021. [PUMA: FIS_scads cs.CE cs.DS, yaff]

Mohit Anand, Raed Hamed, Nora Linscheid, Patrícia S. Silva, Julie Andre, Jakob Zscheischler, Freya K. Garry, und Ana Bastos. Winter climate preconditioning of summer vegetation extremes in the Northern Hemisphere. Environmental research letters, (19)9IOP Publishing Ltd., 01.09.2024. [PUMA: FIS_scads activity, area climate compound effects, events, extremes, index leaf legacy vegetation winter yaff]

Mana-Teresa Donner, und Sandra Hummel. Digitalisation of Examination Formats in Higher Education – Corona-related Changes. In Sandra Hummel, und Mana-Teresa Donner (Hrsg.), Student Assessment in Digital and Hybrid Learning Environments, 86 -- 107, SPRINGER VS/SPRINGER FACHMEDIEN, Germany, Dezember 2023. [PUMA: FIS_scads area_responsibleai imported yaff]

Sandra Hummel, und Mana-Teresa Donner. KI-Anwendungen in der Hochschulbildung aus Studierendenperspektive. FNMA Magazin, (2023)3:38, Verein Forum neue Medien in der Lehre Austria, Graz, 06.10.2023. [PUMA: FIS_scads area_responsibleai imported yaff]

Erik Marx, Thiemo Leonhardt, und Nadine Bergner. Secondary school students' mental models and attitudes regarding artificial intelligence - A scoping review. Computers and education: artificial intelligence, (5)5:1--13, Elsevier Science B.V., Januar 2023. [PUMA: FIS_scads area_responsibleai yaff]

Erik Marx, und Nadine Bergner. Seminarkonzept zur fachlichen und fachdidaktischen Qualifizierung von Informatiklehramtsstudierenden zum Maschinellen Lernen. 10. Fachtagung Hochschuldidaktik Informatik (HDI) 2023, (10):65--74, Gesellschaft fur Informatik (GI), Deutschland, 2023. [PUMA: FIS_scads area_responsibleai imported yaff]

Erik Marx, Clemens Witt, und 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, 16.09.2024. [PUMA: FIS_scads area_responsibleai yaff]

Erik Marx, Thiemo Leonhardt, Nadine Bergner, und Clemens Witt. Exploring Students’ Preinstructional Mental Models of Machine Learning: Preliminary Findings. In Jean-Philippe Pellet, und Gabriel Parriaux (Hrsg.), 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]

Irem Aydin, Hermann Diebel-Fischer, Vincent Freiberger, Julia Möller-Klapperich, Erik Buchmann, Michael Färber, Anne Lauber-Rönsberg, und Birte Platow. Assessing Privacy Policies with AI: Ethical, Legal, and Technical Challenges. 10.10.2024. [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, und Daniel Gliksman. Impacts and damages of the European multi-year drought and heat event 2018–2022 on forests, a review. 26.07.2023. [PUMA: FIS_scads imported yaff topic_earthenvironment]

Caterina Barrasso, Robert Krüger, Anette Eltner, und 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., Dezember 2024. [PUMA: FIS_scads imported topic_earthenvironment xack yaff]

Giampiero Gallo, Ostap Okhrin, und Giuseppe Storti. Dynamic tail risk forecasting: what do realized skewness and kurtosis add?. 20.09.2024. [PUMA: FIS_scads topic_engineering yaff]

Christian Genest, Ostap Okhrin, und Taras Bodnar. Copula modeling from Abe Sklar to the present day. Journal of Multivariate Analysis, (201)Academic Press Inc., Mai 2024. [PUMA: FIS_scads topic_engineering yaff]

Niklas Paulig, und Ostap Okhrin. An open-source framework for data-driven trajectory extraction from AIS data—The α-method. Ocean engineering, (312)Elsevier Science B.V., 15.11.2024. [PUMA: FIS_scads topic_engineering yaff]

Gong Chen, Hartmut Fricke, Ostap Okhrin, und Judith Rosenow. Flight delay propagation inference in air transport networks using the multilayer perceptron. Journal of air transport management, (114)Elsevier, Oxford u.a., Januar 2024. [PUMA: FIS_scads topic_engineering yaff]

Mark Schöne, Neeraj Mohan Sushma, Jingyue Zhuge, Christian Mayr, Anand Subramoney, und David Kappel. Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models. 2024. [PUMA: FIS_scads imported topic_neuroinspired yaff]

Abhinav Singh, Philipp H. Suhrcke, Pietro Incardona, und Ivo F. Sbalzarini. A numerical solver for active hydrodynamics in three dimensions and its application to active turbulence. Physics of fluids, (35)10American Institute of Physics, 01.10.2023. [PUMA: FIS_scads imported topic_lifescience xack yaff]

Filippo De Bortoli, und Franz Baader. On the Abstract Expressive Power of Description Logics with Concrete Domains (Extended Version). LTCS-Report, Technische Universität Dresden, 2023. [PUMA: FIS_scads imported topic_knowledge yaff]