Publications
2025
Trittin-Ulbrich, Hannah; Zimmer, Markus P.; Habersang, Stefanie; Dobusch, Leonhard; Gierlach-Joas, Maren; Schüßler, Elke; Mueller, Benjamin; Mihale-Wilson, Cristina; Zeller-Lanzl, Julia; Bohn, Stephan; Körner, Marc-Fabian; von Richthofen, Georg; Gümüsay, Ali Aslan
Digital Responsibility : Building Bridges Between Organization Theory and Information Systems
in Schmalenbach Journal of Business Research (2025)
doi:10.1007/s41471-025-00234-5 ...
Spitzer, Philipp; Holstein, Joshua; Hemmer, Patrick; Vössing, Michael; Kühl, Niklas; Martin, Dominik; Satzger, Gerhard
Human Delegation Behavior in Human-AI Collaboration : The Effect of Contextual Information
2025
CSCW 2025,
Höcker, Birte; Koch, Ina; Hennig, Janosch
The 76th Mosbacher Colloquium: AI-driven (r)evolution in structural biology and protein design
in Biological Chemistry (2025)
doi:10.1515/hsz-2025-0184 ...
Holstein, Joshua; Böcking, Lars; Spitzer, Philipp; Kühl, Niklas; Vössing, Michael; Satzger, Gerhard
Balancing the Unknown: Exploring Human Reliance on AI Advice Under Aleatoric and Epistemic Unce ...
in ACM Transactions on Computer-Human Interaction (2025)
doi:10.1145/3762813 ...
Beer, Philipp; Squarcina, Marco; Roth, Sebastian; Lindorfer, Martina
TapTrap : Animation-Driven Tapjacking on Android
2025
https://www.usenix.org/conference/usenixsecurity25 ...
34th USENIX Security Symposium, Seattle, WA, USA
Schmitz, Oliver; de Hoogh, Kees; Probst-Hensch, Nicole; Jeong, Ayoung; Flückiger, Benjamin; Lu, Meng; Ndiaye, Aisha; Vienneau, Danielle; Hoek, Gerard; Kyriakou, Kalliopi; Vermeulen, Roel C. H.; Karssenberg, Derek
A computational framework for agent-based assessment of multiple environmental exposures
in Journal of Exposure Science & Environmental Epidemiology (2025)
doi:10.1038/s41370-025-00799-7 ...
Marschall, Roland; Schumacher, Lion; Strunk, Jennifer
Shedding Light on Common Misinterpretations in Photocatalyst Characterization
in Advanced Energy Materials (2025)
doi:10.1002/aenm.202501192 ...
Zipperling, Domenique; Deck, Luca; Lanzl, Julia; Kühl, Niklas
It's only fair when I think it's fair : How Gender Bias Alignment Undermines Distributive Fairn ...
2025
doi:10.1145/3715275.3732084 ...
The 8th Annual ACM Conference on Fairness, Accountability, and Transparency (FAccT ’25), Athens, Greece
Martin, Dominik; Heinz, Daniel; Glauner, Moritz; Kühl, Niklas
Selecting Data Assets in Data Marketplaces : Leveraging Machine Learning and Explainable AI for ...
in Business & Information Systems Engineering (2025)
doi:10.1007/s12599-025-00940-8 ...
Grobrügge, Arne; Kühl, Niklas; Satzger, Gerhard; Spritzer, Philipp
Towards Human-Understandable Multi-Dimensional Concept Discovery
Proceedings of the 37th IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)
Nashville, USA , 2025
https://www.fim-rc.de/Paperbibliothek/Veroeffentli ...
Yao, Yuxuan; Han, Dan; Spooner, Kieran B.; Jia, Xiaoyu; Ebert, Hubert; Scanlon, David O.; Oberhofer, Harald
Adapting Explainable Machine Learning to Study Mechanical Properties of 2D Hybrid Halide Perovs ...
in Advanced Functional Materials volume 35 (2025) issue 1
doi:10.1002/adfm.202411652 ...
Schoeffer, Jakob; Jakubik, Johannes; Vössing, Michael; Kühl, Niklas; Satzger, Gerhard
AI Reliance and Decision Quality : Fundamentals, Interdependence, and the Effects of Interventi ...
in Journal of Artificial Intelligence Research volume 82 (2025) . - page 471-501
doi:10.1613/jair.1.15873 ...
Ganti, Subhash V. S.; Wölfel, Lukas; Künneth, Christopher
AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries
in Journal of Polymer Science volume 63 (2025) issue 21. - page 4631-4639
doi:10.1002/pol.20250198 ...
Jendrusch, Michael A.; Yang, Alessio L. J.; Cacace, Elisabetta; Bobonis, Jacob; Voogdt, Carlos G. P.; Kaspar, Sarah; Schweimer, Kristian; Perez-Borrajero, Cecilia; Lapouge, Karine; Scheurich, Jacob; Remans, Kim; Hennig, Janosch; Typas, Athanasios; Korbel, Jan O.; Sadiq, S. Kashif
AlphaDesign: a de novo protein design framework based on AlphaFold
in Molecular Systems Biology (2025)
doi:10.1038/s44320-025-00119-z ...
Braun, Sebastian Till; Rad, Soroush Rafiee; Roy, Olivier
Anchoring as a Structural Bias of Deliberation
in Erkenntnis volume 90 (2025) . - page 2879-2907
doi:10.1007/s10670-024-00814-7 ...
Neuberger, Julian; van der Aa, Han; Ackermann, Lars; Buschek, Daniel; Herrmann, Jannic; Jablonski, Stefan
Assisted Data Annotation for Business Process Information Extraction from Textual Documents
Cooperative Information Systems
Cham : Springer Nature Switzerland, 2025. - page 186-203
doi:10.1007/978-3-031-81375-7_11 ...
Gönnheimer, Nils; Reuter, Karsten; Margraf, Johannes T.
Beyond Numerical Hessians : Higher-Order Derivatives for Machine Learning Interatomic Potential ...
in Journal of Chemical Theory and Computation volume 21 (2025) issue 9. - page 4742-4752
doi:10.1021/acs.jctc.4c01790 ...
Zetzsche, Felix; Andrews, Robert; ter Hofstede, Arthur H. M.; Röglinger, Maximilian; Schmid, Sebastian Johannes; Wynn, Moe Thandar
Case ID Revealed HERE: Hybrid Elusive Case Repair Method for Transformer-Driven Business Proces ...
in Business & Information Systems Engineering volume 67 (2025) . - page 311-337
doi:10.1007/s12599-025-00935-5 ...
Boersma, Foeke; Lu, Meng
A close look at using national ground stations for the statistical modeling of NO2
in Geoscientific Model Development volume 18 (2025) issue 19. - page 6717-6735
doi:10.15495/EPub_UBT_00008609 ...
Polzin, Robert M.; Klebanov, Ilja; Nüsken, Nikolas; Koltai, Peter
Coherent Set Identification Via Direct Low Rank Maximum Likelihood Estimation
in Journal of Nonlinear Science volume 35 (2025)
doi:10.1007/s00332-024-10091-x ...
Hemmer, Patrick; Schemmer, Max; Kühl, Niklas; Vössing, Michael; Satzger, Gerhard
Complementarity in Human-AI Collaboration : Concept, Sources, and Evidence
in European Journal of Information Systems volume 34 (2025) issue 6. - page 979-1002
doi:10.1080/0960085X.2025.2475962 ...
Poltavsky, Igor; Charkin-Gorbulin, Anton; Puleva, Mirela; Fonseca, Grégory; Batatia, Ilyes; Browning, Nicholas J.; Chmiela, Stefan; Cui, Mengnan; Frank, J. Thorben; Heinen, Stefan; Huang, Bing; Käser, Silvan; Kabylda, Adil; Khan, Danish; Müller, Carolin; Price, Alastair J. A.; Riedmiller, Kai; Töpfer, Kai; Ko, Tsz Wai; Meuwly, Markus; Rupp, Matthias; Csányi, Gábor; von Lilienfeld, O. Anatole; Margraf, Johannes T.; Müller, Klaus-Robert; Tkatchenko, Alexandre
Crash testing machine learning force fields for molecules, materials, and interfaces: model ana ...
in Chemical Science volume 16 (2025) . - page 3720-3737
doi:10.1039/D4SC06529H ...
Poltavsky, Igor; Puleva, Mirela; Charkin-Gorbulin, Anton; Fonseca, Grégory; Batatia, Ilyes; Browning, Nicholas J.; Chmiela, Stefan; Cui, Mengnan; Frank, J. Thorben; Heinen, Stefan; Huang, Bing; Käser, Silvan; Kabylda, Adil; Khan, Danish; Müller, Carolin; Price, Alastair J. A.; Riedmiller, Kai; Töpfer, Kai; Ko, Tsz Wai; Meuwly, Markus; Rupp, Matthias; Csányi, Gábor; von Lilienfeld, O. Anatole; Margraf, Johannes T.; Müller, Klaus-Robert; Tkatchenko, Alexandre
Crash testing machine learning force fields for molecules, materials, and interfaces: molecular ...
in Chemical Science volume 16 (2025) . - page 3738-3754
doi:10.1039/D4SC06530A ...
Müller, Leopold; Schwarz, Nina; Böcking, Lars; Bereczuk, Andreas; Stagge, Hanno; Kratsch, Wolfgang; Kühl, Niklas
Data-Centric Fine-Tuning of Small Language Models for Automatic Extraction of Technical Require ...
in IEEE Access volume 13 (2025) . - page 135301-135315
doi:10.1109/ACCESS.2025.3591739 ...
Bold, Lea; Grüne, Lars; Schaller, Manuel; Worthmann, Karl
Data-driven MPC with stability guarantees using extended dynamic mode decomposition
in IEEE Transactions on Automatic Control volume 70 (2025) issue 1. - page 534-541
doi:10.1109/TAC.2024.3431169 ...
Beckmann, Christopher; Berens, Benjamin; Kühl, Niklas; Mayer, Peter; Mossano, Mattia; Volkamer, Melanie
Design and Evaluation of an Anti-Phishing Artifact Based on Useful Transparency
Socio-Technical Aspects in Security : 12th International Workshop, STAST 2022
Cham : Springer, 2025. - page 113-133 . - (Lecture Notes in Computer Science; 13855)
doi:10.1007/978-3-031-83072-3_7 ...
Favarato, Claudia
The Digipolitical and African Political Thought : A Theoretical Framework to Interpret the Poli ...
in Weizenbaum Journal of the Digital Society volume 5 (2025) issue 1
doi:10.34669/wi.wjds/5.1.4 ...
Zaha, Paul; Allmendinger, Simeon; Böcking, Lars; Müller, Leopold; Kühl, Niklas
Do Edges Matter? Investigating Edge-Enhanced Pre-Training for Medical Image Segmentation
Data Engineering in Medical Imaging : Third MICCAI Workshop, DEMI 2025, Held in Conjunction with MICCAI 2025 ; Proceedings
Cham : Springer, 2025. - page 64-74 . - (Lecture Notes in Computer Science; 16191)
doi:10.1007/978-3-032-08009-7_7 ...
Vahrenbrink, Madita; Coleman, C. D.; Kuipers, Sonja; Lurje, I.; Hammerich, L.; Kunkel, D.; Keye, J.; Dittrich, Stephan; Schjeide, Brit-Maren; Hiß, R.; Müller, Jörg; Püschel, Gerhard P.; Henkel, Janin
Dynamic changes in macrophage populations and resulting alterations in Prostaglandin E₂ sensiti ...
in Cell Communication and Signaling volume 23 (2025) issue 1
doi:10.1186/s12964-025-02222-y ...
Grüneke, Timo; Guggenberger, Tobias; Hall, Kristina; Langer, Tiana; Meierhöfer, Simon; Oberländer, Anna Maria; Röglinger, Maximilian; Stramm, Jan; Urbach, Nils; Wozar, Jana
Einsatz- und Akzeptanzanalyse von KI-basierten Wissenszugängen in KMU am Beispiel einer semanti ...
Bayreuth, 2025. - 37 page
doi:10.15495/EPub_UBT_00008414 ...
Hirt, Robin; Kühl, Niklas; Martin, Dominik; Satzger, Gerhard
Enabling Inter-organizational Analytics in Business Networks Through Meta Machine Learning
in Information Technology & Management volume 26 (2025) . - page 57-81
doi:10.1007/s10799-023-00399-7 ...
Nandini, Durgesh; Blöthner, Simon; Schönfeld, Mirco; Larch, Mario
Enhancing Bilateral International Trade Flow Analysis with Knowledge Graph Embeddings
Knowledge Discovery, Knowledge Engineering and Knowledge Management : 14th International Joint Conference, IC3K 2022, Valletta, Malta, October 24–26, 2022
Cham : Springer, 2025. - page 177-195 . - (Communications in Computer and Information Science; 2703)
doi:10.1007/978-3-032-06878-1_9 ...
Bokstaller, Jonas; Altheimer, Julia; Dormehl, Julian; Buss, Alina; Wiltfang, Jasper; Schneider, Johannes; Röglinger, Maximilian
Enhancing ML Model Interpretability : Leveraging Fine-Tuned Large Language Models for Better Un ...
Proceedings of the 33rd European Conference on Information Systems (ECIS)
Amman, Jordanien , 2025
https://www.fim-rc.de/Paperbibliothek/Veroeffentli ...
Spitzer, Philipp; Morrison, Katelyn; Turri, Violet; Feng, Michelle; Perer, Adam; Kühl, Niklas
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making
in ACM Transactions on Interactive Intelligent Systems volume 15 (2025) issue 3
doi:10.1145/3750052 ...
Jakob, Konstantin S.; Walsh, Aron; Reuter, Karsten; Margraf, Johannes T.
Learning Crystallographic Disorder : Bridging Prediction and Experiment in Materials Discovery
in Advanced Materials (2025)
doi:10.1002/adma.202514226 ...
Strothmann, Robert; Amanpur, Mehran; Neveselý, Tomáš; Hecht, Stefan; Reuter, Karsten; Margraf, Johannes T.
Machine learning driven design of spiropyran photoswitches
in Digital Discovery volume 4 (2025) . - page 3098-3108
doi:10.1039/D5DD00327J ...
Cui, Mengnan; Reuter, Karsten; Margraf, Johannes T.
Multi-fidelity transfer learning for quantum chemical data using a robust density functional ti ...
in Machine Learning: Science and Technology volume 6 (2025)
doi:10.1088/2632-2153/adc222 ...
Sperl, Mario; Mysliwitz, Jonas; Grüne, Lars
On the existence and neural network representation of separable control Lyapunov functions
in Automatica volume 182 (2025)
doi:10.1016/j.automatica.2025.112517 ...
Nandini, Durgesh; Blöthner, Simon; Larch, Mario; Schönfeld, Mirco
Organising Knowledge from Text: Prompt-Based Triple Extraction and Graph Enrichment with Large ...
Linking Theory and Practice of Digital Libraries : 29th International Conference on Theory and Practice of Digital Libraries, TPDL 2025, Tampere, Finland, September 23–26, 2025, Proceedings
Cham : Springer, 2025. - page 53-70 . - (Lecture Notes in Computer Science; 16097)
doi:10.1007/978-3-032-05409-8_5 ...
Gutheil, Niklas; Mayer, Valentin; Müller, Leopold; Römmelt, Jörg; Kühl, Niklas
PromptPilot : Improving Human-AI Collaboration Through LLM-Enhanced Prompt Engineering
Proceedings of the 46th International Conference on Information Systems (ICIS)
Nashville, USA , 2025
https://www.fim-rc.de/Paperbibliothek/Veroeffentli ...
Baumann, Oliver; Schönfeld, Mirco
PSemQE : Disambiguating Short Queries Through Personalised Semantic Query Expansion
Proceedings of the 21st International Conference on Web Information Systems and Technologies. Volume 1
Setúbal : SciTePress, 2025. - page 289-300
doi:10.5220/0013787500003985 ...
Vondrák, Martin; Reuter, Karsten; Margraf, Johannes T.
Pushing charge equilibration-based machine learning potentials to their limits
in npj Computational Materials volume 11 (2025) issue 1
doi:10.1038/s41524-025-01791-3 ...
Spatan, Sergiu; Rich, Patricia
The Role of Strong Ties in Holding (and Avoiding) Bad Beliefs
in Topoi volume 44 (2025) . - page 659-674
doi:10.1007/s11245-025-10190-8 ...
Hennig, Janosch
Structural biology of RNA and protein-RNA complexes after AlphaFold3
in ChemBioChem volume 26 (2025) issue 7
doi:10.1002/cbic.202401047 ...
Fechner, Pascal; Lämmermann, Luis; Lockl, Jannik; Röglinger, Maximilian; Urbach, Nils
Toward Triadic Delegation : How Agentic IS Artifacts Affect the Patient-Doctor Relationship in ...
in Journal of the Association for Information Systems volume 26 (2025) issue 6. - page 1703-1736
doi:10.17705/1jais.00954 ...
Moder, Linda; Duda, Sebastian; Willburger, Lukas; Kraus-Caballero, Roberto; Häckel, Björn; Röglinger, Maximilian; Urbach, Nils
Towards Data-Sovereign Prescriptive Process Monitoring : A Federated Learning Approach
Proceedings of the 33rd European Conference on Information Systems (ECIS)
Amman, Jordanien , 2025
https://aisel.aisnet.org/ecis2025/bpm/bpm/2/
Nandini, Durgesh; Koch, Rebekka; Schönfeld, Mirco
Towards Structured Knowledge: Advancing Triple Extraction from Regional Trade Agreements Using ...
Web Engineering : 25th International Conference, ICWE 2025, Delft, The Netherlands, June 30 – July 3, 2025 ; Proceedings
Cham : Springer, 2025. - page 3-10 . - (Lecture Notes in Computer Science; 15749)
doi:10.1007/978-3-031-97207-2_1 ...
Jakob, Konstantin S.; Reuter, Karsten; Margraf, Johannes T.
Universally Accurate or Specifically Inadequate? Stress-Testing General Purpose Machine Learnin ...
in Advanced Intelligent Discovery (2025)
doi:10.1002/aidi.202500031 ...
Fechner, Pascal; Groß, Anika; Lockl, Jannik; Röglinger, Maximilian; Tscheuschner, Niklas
Urinary Bladder Monitoring Using a Wearable Device Based on Bioimpedance Measurements and Machi ...
Proceedings of the 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
Lisbon, Portugal , 2025
doi:10.1109/BIBM62325.2024.10822085 ...
Böcking, Lars; Müller, Leopold; Kühl, Niklas
Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classific ...
Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS)
Waikoloa, Hawaii : University of Hawaii Press, 2025
https://www.fim-rc.de/Paperbibliothek/Veroeffentli ...
Berger, Alexander; Theis, Maximilian; von Wedel, Henrike; Rößler, Tamino; Papastavrou, Georg; Senker, Jürgen; Retsch, Markus
A versatile method for facile and reliable synthesis of colloidal particles with a size and com ...
in Colloid and Polymer Science volume 303 (2025) . - page 1801-1814
doi:10.1007/s00396-024-05282-7 ...