Publications

Jakob Rehof. LIPIcs, Volume 299, FSCD 2024, Complete Volume. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2024. [PUMA: Xack Yaff imported] URL

O Kayacan, und M Middendorf. The effect of lookahead on phase transition in migration of three species with cyclic predator–prey relations. Journal of Statistical Mechanics: Theory and Experiment, (2024)2:023212, IOP Publishing, Februar 2024. [PUMA: imported xack yaff] URL

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]

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]

Julian Haase, Najdet Charaf, Alexander Groß, und Diana Göhringer. NC-Library: Expanding SystemC Capabilities for Nested reConfigurable Hardware Modelling. ACM Transactions on Reconfigurable Technology and Systems, (17)3:1--29, Association for Computing Machinery (ACM), New York, 27.04.2024. [PUMA: FIS_scads imported topic_federatedlearn xack yaff]

Filippo De Bortoli, Stefan Borgwardt, und Patrick Koopmann. The Precise Complexity of Reasoning in ALC with ω-Admissible Concrete Domains. In Laura Giordano, Jean Christoph Jung, und Ana Ozaki (Hrsg.), Proceedings of the 37th International Workshop on Description Logics (DL 2024), (3739)CEUR-WS.org, Juni 2024. [PUMA: FIS_scads imported topic_knowledge xack yaff]

Franz Baader, und Filippo De Bortoli. The Abstract Expressive Power of First-Order and Description Logics with Concrete Domains. Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 754--761, Association for Computing Machinery (ACM), New York, United States of America, 2024. [PUMA: FIS_scads imported topic_knowledge xack yaff]

Franz Baader, Francesco Kriegel, und Adrian Nuradiansyah. Error-Tolerant Reasoning in ℰℒ w.r.t. Optimal ABox Repairs (Extended Abstract). Proceedings of the 36th International Workshop on Description Logics (DL 2023), Rhodes, Greece, September 2-4, 2023, CEUR-WS.org, 02.09.2023. [PUMA: FIS_scads imported topic_knowledge xack yaff]

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]

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]

Chiara Molinari, Leonardo Solaini, Francesca Rebuzzi, Gianluca Tedaldi, Davide Angeli, Elisabetta Petracci, Dusan Prascevic, Jan Ewald, Erhard Rahm, Matteo Canale, und others. Genomic events stratifying prognosis of early gastric cancer. Gastric Cancer, 1--12, Springer, 2024. [PUMA: area_bigdata ep imported topic_lifescience xack yaff]

Benjamin Uhrich, Tim Häntschel, Martin Schäfer, und Erhard Rahm. Neural Diffusion Graph Convolutional Network for Predicting Heat Transfer in Selective Laser Melting. International Workshop on Combinatorial Image Analysis, 150--164, 2024. [PUMA: area_bigdata ep imported topic_physchemistry xack yaff]

Benjamin Uhrich, Nils Pfeifer, Martin Schäfer, Oliver Theile, und Erhard Rahm. Physics-informed deep learning to quantify anomalies for real-time fault mitigation in 3D printing. Applied Intelligence, (54)6:4736--4755, Springer, 2024. [PUMA: area_bigdata ep imported topic_physchemistry xack yaff]

Victor Christen, Daniel Obraczka, Marvin Hofer, Martin Franke, und Erhard Rahm. Graph-based Active Learning for Entity Cluster Repair. arXiv preprint arXiv:2401.14992, 2024. [PUMA: area_bigdata ep imported topic_graph xack yaff]

Lucas Lange, Nils Wenzlitschke, und Erhard Rahm. Generating Synthetic Health Sensor Data for Privacy-Preserving Wearable Stress Detection. Sensors, (24)10:3052, MDPI, 2024. [PUMA: area_bigdata area_responsibleai ep imported xack yaff]

Marvin Hofer, Johannes Frey, und Erhard Rahm. Towards self-configuring knowledge graph construction pipelines using llms-a case study with rml. Fifth International Workshop on Knowledge Graph Construction@ ESWC2024, 2024. [PUMA: area_bigdata ep imported topic_graph xack yaff]

Jacob Pollack, Hanna Köpcke, und Erhard Rahm. Intermediate Fusion for Multimodal Product Matching. 2024. [PUMA: area_bigdata ep imported unit_transfer xack yaff]

Antonia Sophia Peter, Dieter S Hoffmann, Johannes Klier, Christina M Lange, Johanna Möller, Victoria Most, Christina K Wüst, Max Beining, Sevilay Gülesen, Hannes Junker, Jens Meiler, Clara Schoeder, und others. Strategies of rational and structure-driven vaccine design for Arenaviruses. Infection, Genetics and Evolution, 105626, Elsevier, 2024. [PUMA: imported xack yaff]

Moritz Ertelt, Vikram Khipple Mulligan, Jack B. Maguire, Sergey Lyskov, Rocco Moretti, Torben Schiffner, Jens Meiler, und Clara T. Schoeder. Combining machine learning with structure-based protein design to predict and engineer post-translational modifications of proteins. In Joanna Slusky (Hrsg.), PLOS Computational Biology, (20)3:e1011939, Public Library of Science (PLoS), März 2024. [PUMA: imported topic_lifescience xack yaff] URL

Shan Jiang, Zhaoqian Su, Nathaniel Bloodworth, Yunchao Liu, Cristina Martina, David G. Harrison, und Jens Meiler. Machine learning application to predict binding affinity between peptide containing non-canonical amino acids and HLA0201. Cold Spring Harbor Laboratory, November 2024. [PUMA: imported topic_lifescience xack yaff] URL

Moritz Ertelt, Rocco Moretti, Jens Meiler, und Clara T. Schoeder. Self-supervised machine learning methods for protein design improve sampling, but not the identification of high-fitness variants. Cold Spring Harbor Laboratory, Juni 2024. [PUMA: imported topic_lifescience xack yaff] URL

Hermann Diebel-Fischer, Lutz Hellmig, und Maya Tischler. Technik und Verantwortung im Zeitalter der Digitalisierung. Universität Rostock, 2022. [PUMA: area_responsibleai imported xack yaff]

Hermann Diebel-Fischer, und Lutz Hellmig. Ethische Fragen und informatische Modelle – eine symbiotische Beziehung in der informatischen Bildung. 755--760, Gesellschaft für Informatik,Bonn, 2022. [PUMA: area_responsibleai imported xack yaff]

Carina Geldhauser, und Hermann Diebel-Fischer. Is diverse and inclusive AI trapped in the gap between reality and algorithmizability?. Northern Lights Deep Learning Conference, 75--80, 2024. [PUMA: area_responsibleai imported xack yaff]

Abibe Useini, Inken Kaja Schwerin, Georg Künze, und Norbert Sträter. Structural Studies on the Binding Mode of Bisphenols to PPARγ. Biomolecules, (14)6:640, MDPI AG, Mai 2024. [PUMA: imported topic_lifescience xack yaff] URL

Kortney Melancon, Palina Pliushcheuskaya, Jens Meiler, und Georg Künze. Targeting ion channels with ultra-large library screening for hit discovery. Frontiers in Molecular Neuroscience, (16)Frontiers Media SA, Januar 2024. [PUMA: imported topic_lifescience xack yaff] URL

Carsten Lutz, und Quentin Manière. Adding Circumscription to Decidable Fragments of First-Order Logic: A Complexity Rollercoaster. Juli 2024. [PUMA: imported topic_knowledge xack yaff]

Stefan Borgwardt, Filippo De Bortoli, und Patrick Koopmann. The Precise Complexity of Reasoning in $ALC$ with $ømega$-Admissible Concrete Domains (Extended Version). 2024. [PUMA: imported topic_knowledge xack yaff] URL

Franz Baader, und Filippo De Bortoli. Logics with Concrete Domains: First-Order Properties, Abstract Expressive Power, and (Un)Decidability. SIGAPP Appl. Comput. Rev., (24)3:5–17, Association for Computing Machinery, New York, NY, USA, 08.10.2024. [PUMA: imported topic_knowledge xack yaff] URL

Dominik Sturm, Suryanarayana Maddu, und Ivo F. Sbalzarini. Learning locally dominant force balances in active particle systems. CoRR, (abs/2307.14970)2023. [PUMA: imported topic_lifescience xack yaff]

Abhinav Singh, Landfried Kraatz, Pietro Incardona, und Ivo F. Sbalzarini. A Distributed Algebra System for Time Integration on Parallel Computers. CoRR, (abs/2309.05331)2023. [PUMA: imported topic_lifescience xack yaff]

Pietro Incardona, Aryaman Gupta, Serhii Yaskovets, und Ivo F. Sbalzarini. A portable C++ library for memory and compute abstraction on multi?core CPUs and GPUs. Concurrency and Computation: Practice and Experience, (35)25Wiley, Juli 2023. [PUMA: imported topic_lifescience xack yaff] URL

Charlotte Beylier, Simon M. Hofmann, und Nico Scherf. Revealing the learning process in reinforcement learning agents through attention-oriented metrics. 2024. [PUMA: imported topic_neuroinspired xack yaff] URL

Nikola Milosevic, Gesine M�ller, Jan Huisken, und Nico Scherf. Open Problem: Active Representation Learning. 2024. [PUMA: imported topic_neuroinspired xack yaff] URL

Lennart Schäpermeier, und Pascal Kerschke. Reinvestigating the R2 Indicator: Achieving Pareto Compliance by Integration. 2024. [PUMA: imported topic_engineering xack yaff] URL

Dörthe Arndt, und Stephan Mennicke. Notation3 as an Existential Rule Language. Rules and Reasoning - 7th International Joint Conference on Rules and Reasoning, RuleML+RR 2023, Proceedings, Springer, Oktober 2023. [PUMA: imported topic_graph xack yaff]

Lukas Silvester Barth, Fatemeh, Fahimi, Parvaneh Joharinad, Jürgen Jost, Janis Keck, und Thomas Jan Mikhail. Fuzzy simplicial sets and their application to geometric data analysis. 2024. [PUMA: imported topic_lifescience topic_mathfoundation xack yaff] URL

Martin Junghanns, André Petermann, Niklas Teichmann, und Erhard Rahm. The Big Picture: Understanding large-scale graphs using Graph Grouping with Gradoop. Januar 2017. [PUMA: imported xack yaff]

Martin Junghanns, André Petermann, Niklas Teichmann, Kevin Gomez, und Erhard Rahm. Analyzing Extended Property Graphs with Apache Flink. Juni 2016. [PUMA: imported xack yaff]

Pascal Hirmer, Tim Waizenegger, Ghareeb Falazi, Majd Abdo, Yuliya Volga, Alexander Askinadze, Matthias Liebeck, Stefan Conrad, Tobias Hildebrandt, Conrad Indiono, Stefanie Rinderle-Ma, Martin Grimmer, Matthias Kricke, und Eric Peukert. The First Data Science Challenge at BTW 2017. Datenbank-Spektrum, (17)Juli 2017. [PUMA: imported xack yaff]

Jan Ewald, Ziyang He, Wassili Dimitriew, und Stefan Schuster. Including glutamine in a resource allocation model of energy metabolism in cancer and yeast cells. npj Systems Biology and Applications, (10)1Springer Science and Business Media LLC, Juli 2024. [PUMA: imported topic_lifescience xack yaff] URL

Maja Schneider, Peter Christen, Erhard Rahm, Jonathan Schneider, und Lea Löffelmann. Tuning the Utility-Privacy Trade-Off in Trajectory Data.. EDBT, 839--842, 2023. [PUMA: area_bigdata area_responsibleai imported xack yaff]

Fabian Gärtner, Felix Kühnl, Carsten R. Seemann, Christian Höner Zu Siederdissen, und Peter F. Stadler. Superbubbles as an empirical characteristic of directed networks. Network Science, (9)1:49–58, Cambridge University Press (CUP), September 2020. [PUMA: imported xack yaff] URL

Larry González, Alex Ivliev, Markus Krötzsch, und Stephan Mennicke. Efficient Dependency Analysis for Existential Rules. 2023. [PUMA: imported topic_graph topic_knowledge xack yaff]