Publications

Suryanarayana Maddu, Dominik Sturm, Bevan L. Cheeseman, Christian L. Müller, und Ivo F. Sbalzarini. STENCIL-NET for equation-free forecasting from data. Scientific reports, (13)1Nature Publishing Group, Dezember 2023. [PUMA: FIS_scads imported topic_lifescience xack yaff]

Abhinav Singh, Quentin Vagne, Frank Jülicher, und Ivo F. Sbalzarini. Spontaneous flow instabilities of active polar fluids in three dimensions. Physical Review Research, (5)2American Physical Society, College Park, April 2023. [PUMA: FIS_scads imported topic_lifescience yaff]

Negin Malekian, Srividhya Sainath, Ali Al-Fatlawi, und Michael Schroeder. Word-based GWAS harnesses the rich potential of genomic data for E. coli quinolone resistance. Frontiers in microbiology, (14):1276332, Frontiers Media S.A., 2023. [PUMA: FIS_scads imported topic_lifescience yaff]

Chaithra Umesh, Manjunath Mahendra, Saptarshi Bej, Olaf Wolkenhauer, und Markus Wolfien. Challenges and applications in generative AI for clinical tabular data in physiology. Pflügers Archiv : European journal of physiology, Springer, Berlin u. a., 17.10.2024. [PUMA: FIS_scads imported topic_lifescience yaff]

Najia Ahmadi, Michele Zoch, Oya Guengoeze, Carlo Facchinello, Antonia Mondorf, Katharina Stratmann, Khader Musleh, Hans-Peter Erasmus, Jana Tchertov, Richard Gebler, Jannik Schaaf, Lena S Frischen, Azadeh Nasirian, Jiabin Dai, Elisa Henke, Douglas Tremblay, Andrew Srisuwananukorn, Martin Bornhäuser, Christoph Röllig, Jan-Niklas Eckardt, Jan Moritz Middeke, Markus Wolfien, und Martin Sedlmayr. How to customize common data models for rare diseases: an OMOP-based implementation and lessons learned. Orphanet journal of rare diseases, (19)1BioMed Central, London, 14.08.2024. [PUMA: FIS_scads topic_lifescience yaff]

Praveen Vasudevan, Markus Wolfien, Heiko Lemcke, Cajetan Immanuel Lang, Anna Skorska, Ralf Gaebel, Anne-Marie Galow, Dirk Koczan, Tobias Lindner, Wendy Bergmann, Brigitte Mueller-Hilke, Brigitte Vollmar, Bernd Joachim Krause, Olaf Wolkenhauer, Gustav Steinhoff, und Robert David. CCR2 macrophage response determines the functional outcome following cardiomyocyte transplantation. Genome medicine, (15)1BioMed Central, London, 10.08.2023. [PUMA: FIS_scads topic_lifescience yaff]

Daniel Bühler, Nicole Power Guerra, Luisa Müller, Olaf Wolkenhauer, Martin Düffer, Brigitte Vollmar, Angela Kuhla, und Markus Wolfien. Leptin deficiency-caused behavioral change - A comparative analysis using EthoVision and DeepLabCut. Frontiers in neuroscience, (17)Frontiers Media S.A., 24.03.2023. [PUMA: FIS_scads topic_lifescience yaff]

Callum John Rowlandson Murphy-Barltrop, Ed Mackay, und Philip Jonathan. Inference for bivariate extremes via a semi-parametric angular-radial model. Extremes : statistical theory and applications in science, engineering and economics, Springer Science + Business Media, Dordrecht, 03.10.2024. [PUMA: FIS_scads imported topic_mathfoundation yaff]

C. J. R. Murphy-Barltrop, J. L. Wadsworth, und E. F. Eastoe. Improving estimation for asymptotically independent bivariate extremes via global estimators for the angular dependence function. Extremes : statistical theory and applications in science, engineering and economics, (27)4Springer Science + Business Media, Dordrecht, 13.08.2024. [PUMA: FIS_scads imported topic_mathfoundation yaff]

Jingyue Zhuge, Christian Georg Mayr, Anand Subramoney, und David Kappel. Single Train Multi Deploy on Topology Search Spaces using Kshot-Hypernet. 2024. [PUMA: FIS_scads imported topic_neuroinspired xack yaff]

Zihao Chen, Zhili Xiao, Mahmoud Akl, Johannes Leugring, Omowuyi Olajide, Adil Malik, Nik Dennler, Chad Harper, Subhankar Bose, Hector A. Gonzalez, Jason Eshraghian, Riccardo Pignari, Gianvito Urgese, Andreas G. Andreou, Sadasivan Shankar, Christian Mayr, Gert Cauwenberghs, und Shantanu Chakrabartty. ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers. 2024. [PUMA: FIS_scads imported topic_neuroinspired yaff]

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: FIS_scads area_architectures xack yaff]

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: Constitutive FIS_scads area_architectures topic_engineering yaff]

Elias Werner, Nishant Kumar, Matthias Lieber, Sunna Torge, Stefan Gumhold, und Wolfgang E. Nagel. Examining Computational Performance of Unsupervised Concept Drift Detection: A Survey and Beyond. 17.04.2023. [PUMA: FIS_scads area_bigdata cs.LG, cs.PF topic_visualcomputing yaff]

Lucas Fabian Naumann, Jannik Irmai, Shengxian Zhao, und Bjoern Andres. Box Facets and Cut Facets of Lifted Multicut Polytopes. 2024. [PUMA: FIS_scads imported topic_visualcomputing yaff]

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: FIS_scads imported topic_visualcomputing yaff]

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: FIS_scads imported topic_lifescience unit_transfer yaff]

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 yaff]

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: Convolutional Direct FIS_scads Fiber Machine Strain area_architectures dependency, identification, learning, networks, neural parameter plastics rate reinforced topic_engineering yaff] URL

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 yaff]