Publications

Sidharth Sivaraj, Jakob Zscheischler, Jonathan R Buzan, Olivia Martius, Stefan Brönnimann, und Ana M Vicedo-Cabrera. Heat, humidity and health impacts: how causal diagrams can help tell the complex story. Environmental Research Letters, (19)7:074069, IOP Publishing, Juli 2024. [PUMA: Heat causal diagrams health humidity zno] URL

Lily-belle Sweet, Christoph Müller, Mohit Anand, und Jakob Zscheischler. Cross-Validation Strategy Impacts the Performance and Interpretation of Machine Learning Models. Artificial Intelligence for the Earth Systems, (2)4American Meteorological Society, Oktober 2023. [PUMA: Cross-Validation Interpretation MLM Performance Strategy zno] URL

Yinglin Tian, Axel Kleidon, Corey Lesk, Sha Zhou, Xiangzhong Luo, Sarosh Alam Ghausi, Guangqian Wang, Deyu Zhong, und Jakob Zscheischler. Characterizing heatwaves based on land surface energy budget. Communications Earth & Environment, (5)1Springer Science and Business Media LLC, Oktober 2024. [PUMA: budget energy heatwaves land surface zno] URL

Wojciech G. Stark, Julia Westermayr, Oscar A. Douglas-Gallardo, James Gardner, Scott Habershon, und Reinhard J. Maurer. Machine Learning Interatomic Potentials for Reactive Hydrogen Dynamics at Metal Surfaces Based on Iterative Refinement of Reaction Probabilities. The Journal of Physical Chemistry C, (127)50:24168–24182, American Chemical Society (ACS), Dezember 2023. [PUMA: Computer_simulations Energy Hydrogen Mathematical_methods Scattering zno] URL

Toni Oestereich, Ralf Tonner‐Zech, und Julia Westermayr. Decoding energy decomposition analysis: Machine‐learned Insights on the impact of the density functional on the bonding analysis. Journal of Computational Chemistry, (45)7:368–376, Wiley, November 2023. [PUMA: chemical_bonding density_functional_theory energy_decomposition_analysis feature_importance_analysis machine_learning zno] URL

Samuel I. Berchuck, Felipe A. Medeiros, Sayan Mukherjee, und Andrea Agazzi. Scalable Bayesian inference for the generalized linear mixed model. 2024. [PUMA: Bayesian Scalable generalized imported inference linear mixed model zno] URL

Hope Woods, Julia Koehler Leman, und Jens Meiler. Modeling membrane geometries implicitly in Rosetta. Protein Science, (33)3Wiley, Februar 2024. [PUMA: imported zno] URL

Yuri Kheifetz, Holger Kirsten, und Markus Scholz. On the Parametrization of Epidemiologic Models—Lessons from Modelling COVID-19 Epidemic. Viruses, (14)72022. [PUMA: imported zno] URL

Anna-Maria Nitsche, Bogdan Franczyk, Christian-Andreas Schumann, und Kevin Reuther. A Decade of Artificial Intelligence for Supply Chain Collaboration: Past, Present, and Future Research Agenda. 17, Bundesvereinigung Logistik (BVL) e.V., DE, Juli 2024. [PUMA: imported zno] URL

Julia Poray, Bogdan Franczyk, und Thomas Heller. Model-Agnostic Machine Learning Model Updating – A Case Study on a real-world Application. Proceedings of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS), (39):157–167, IEEE, Oktober 2024. [PUMA: imported zno] URL

Philippe Krajsic, Viola Suess, Zehong Cao, Ryszard Kowalczyk, und Bogdan Franczyk. Trends, Advancements and Challenges in Intelligent Optimization in Satellite Communication. 2024. [PUMA: imported zno] URL

Henry Loeffler-Wirth, Michael Rade, Arsen Arakelyan, Markus Kreuz, Markus Loeffler, Ulrike Koehl, Kristin Reiche, und Hans Binder. Transcriptional states of CAR-T infusion relate to neurotoxicity – lessons from high-resolution single-cell SOM expression portraying. Frontiers in Immunology, (13)2022. [PUMA: imported zno] URL

Anna-Maria Nitsche, Christian-Andreas Schumann, Bogdan Franczyk, und Kevin Reuther. Mapping supply chain collaboration research: a machine learning-based literature review. International Journal of Logistics Research and Applications, (26)8:954–982, Informa UK Limited, November 2021. [PUMA: imported zno] URL

Martin Schieck, Philippe Krajsic, Felix Loos, Abdulbaree Hussein, Bogdan Franczyk, Adrianna Kozierkiewicz, und Marcin Pietranik. Comparison of deep learning methods for grapevine growth stage recognition. Computers and Electronics in Agriculture, (211):107944, Elsevier BV, August 2023. [PUMA: imported zno] URL

Sebastian Zürner, Lukas Peter Deutschländer, Martin Schieck, und Prof. Dr. Bogdan Franczyk. Sustainable Development of AI applications in Agriculture: A Review. Procedia Computer Science, (225):3546–3553, Elsevier BV, 2023. [PUMA: imported zno] URL

Jonah Windolph, Steffen Kaup, Robert Wehlitz, Bogdan Franczyk, und André Ludwig. Adapting a Generic Smart Service Platform Architecture to the Road-Based Physical Internet. Proceedings of the 25th International Conference on Enterprise Information Systems, 749–756, SCITEPRESS - Science and Technology Publications, 2023. [PUMA: imported zno] URL

Michael Koch, Sascha Kober, Stanislaw Straburzynski, Benjamin Gaunitz, und Bogdan Franczyk. Federated Learning for Data Trust in Logistics. Position Papers of the 18th Conference on Computer Science and Intelligence Systems, (36):51–58, PTI, Oktober 2023. [PUMA: imported zno] URL

Ulrich Blache, Kati Kebbel, Andrea Quaiser, Georg Popp, Paul Franz, Anna Dünkel, Martin Thoma, Niels König, Uwe Platzbecker, Gerno Schmiedeknecht, Stephan Fricke, und Ulrike Koehl. Technologien und Lösungsansätze für die effiziente Herstellung von Zelltherapeutika für die CAR-Immuntherapie. 123-137, Dezember 2023. [PUMA: imported zno]

Luise Fischer, Nora Grieb, Patrick Born, Ronald Weiss, Sabine Seiffert, Andreas Boldt, Stephan Fricke, Paul Franz, Simone Heyn, Anne Sophie Kubasch, Ronny Baber, Heike Weidner, Song Yau Wang, Enrica Bach, Sandra Hoffmann, Jule Ussmann, Janine Kirchberg, Saskia Hell, Sebastian Schwind, Klaus H. Metzeler, Marco Herling, Madlen Jentzsch, Georg-Nikolaus Franke, Ulrich Sack, Kristin Reiche, Ulrike Köhl, Uwe Platzbecker, Vladan Vucinic, und Maximilian Merz. Cellular dynamics following CAR T cell therapy are associated with response and toxicity in relapsed/refractory myeloma. Leukemia, (38)2:372--382, 01.02.2024. [PUMA: imported zno] URL

U. Sandy Tretbar, Joel G. Rurik, Even H. Rustad, Duran Sürün, Ulrike Köhl, Johanna Olweus, Frank Buchholz, Zoltán Ivics, Stephan Fricke, und Ulrich Blache. Non-viral vectors for chimeric antigen receptor immunotherapy. Nature Reviews Methods Primers, (4)1:74, 10.10.2024. [PUMA: imported nopdf zno] URL