Publications

Shijie Jiang, Larisa Tarasova, Guo Yu, und Jakob Zscheischler. Compounding effects in flood drivers challenge estimates of extreme river floods. Science advances, (10)13American Association for the Advancement of Science (AAAS), New York, März 2024. [PUMA: FIS_scads imported]

Rishav Mukherji, Mark Schöne, Khaleelulla Khan Nazeer, Christian Mayr, David Kappel, und Anand Subramoney. Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models. 2024. [PUMA: FIS_scads imported topic_neuroinspired]

Johannes Gerritzen, Andreas Hornig, Peter Winkler, und Maik Gude. A methodology for direct parameter identification for experimental results using machine learning — Real world application to the highly non-linear deformation behavior of FRP. Computational Materials Science, (244 (2024))Elsevier Science B.V., September 2024. [PUMA: area_architectures topic_engineering Constitutive FIS_scads Fiber Machine Neural Parameter identification learning, modeling, networks, plastics, reinforced]

Johannes Gerritzen, Andreas Hornig, Peter Winkler, und Maik Gude. Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning. ECCM21 - Proceedings of the 21st European Conference on Composite Materials, (3):1252--1259, European Society for Composite Materials (ESCM), 02.07.2024. [PUMA: area_architectures topic_engineering Convolutional Direct FIS_scads Fiber Machine Strain dependency, identification, learning, networks, neural parameter plastics rate reinforced] URL

Sunna Torge, Andrei Politov, Christoph Lehmann, Bochra Saffar, und Ziyan Tao. Named Entity Recognition for Low-Resource Languages - Profiting from Language Families. EACL 2023 - 9th Workshop on Slavic Natural Language Processing, Proceedings of the SlavicNLP 2023, 1--10, The Association for Computational Linguistics, 2023. [PUMA: area_architectures unit_transfer FIS_scads imported] URL

Jan Frenzel, Apurv Deepak Kulkarni, Sebastian Döbel, Bert Wesarg, Maximilian Knespel, und Holger Brunst. FROOM: A Framework of Operators for OTF2 Modification. Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023, 1403–1411, Association for Computing Machinery (ACM), New York, United States of America, 12.11.2023. [PUMA: area_architectures FIS_scads domain language, logs, performance performance, software specific trace]

Najia Ahmadi, Quang Vu Nguyen, Martin Sedlmayr, und Markus Wolfien. A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data. Scientific reports, (14)1Nature Publishing Group, 27.01.2024. [PUMA: Databases, Electronic FIS_scads Factual, Health Humans, Informatics, Learning, Machine Medical Records topic_lifescience]

Suse Seidemann, Florian Salomon, Karl B Hoffmann, Thomas Kurth, Ivo F Sbalzarini, Robert Haase, und Marius Ader. Automated quantification of photoreceptor outer segments in developing and degenerating retinas on microscopy images across scales. FRONTIERS IN MOLECULAR NEUROSCIENCE, (17 (2024))Frontiers Media S.A., 24.05.2024. [PUMA: unit_transfer topic_lifescience FIS_scads imported]

Holger S. G. Heidrich, Jannik Irmai, und Bjoern Andres. A 4-Approximation Algorithm for Min Max Correlation Clustering.. Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, 1945--1953, Cambridge MA: JMLR, 2024. [PUMA: topic_visualcomputing FIS_scads imported]

Jannik Presberger, Rashmiparvathi Keshara, David Stein, Yung Hae Kim, Anne Grapin-Botton, und Bjoern Andres. Correlation Clustering of Organoid Images.. März 2024. [PUMA: topic_visualcomputing FIS_scads imported]