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 ...

2025

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 ...

2024

Baumann, Oliver; Nandini, Durgesh; Rossanez, Anderson; Schönfeld, Mirco; dos Reis, Julio Cesar
How to Surprisingly Consider Recommendations? A Knowledge-Graph-Based Approach Relying on Compl ...
2024
doi:10.5220/0012936100003838 ...
16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD), Porto, Portugal

Baum, Matthias; Streeb, Mirjam; Koschmider, Agnes
Supercharging Obsessions with AI? The Development of Obsessive Passion Due to Reinforcing AI Fe ...
2024
Rencontres de St-Gall: "The Mechanical Turk and its Grandchildren ante portas: The Significance of Artificial Intelligence in Entrepreneurship Research and Practice", St. Gallen, Schweiz

Roth, Sebastian; Gröber, Lea; Baus, Philipp; Krombholz, Katharina; Stock, Ben
Trust Me If You Can : How Usable Is Trusted Types In Practice?
2024
33rd USENIX Security Symposium, Philadelphia, PA

Deck, Luca; Schomäcker, Astrid; Speith, Timo; Schöffer, Jakob; Kästner, Lena; Kühl, Niklas
Mapping the Potential of Explainable Artificial Intelligence (XAI) for Fairness Along the AI Li ...
2024
doi:10.48550/arXiv.2404.18736 ...
Third European Workshop on Algorithmic Fairness (EWAF'24), Mainz, Germany

Spitzer, Philipp; Kühl, Niklas; Goutier, Marc; Kaschura, Manuel; Satzger, Gerhard
Transferring Domain Knowledge with (X)AI-Based Learning Systems
2024
32nd European Conference on Information Systems (ECIS), Paphos, Cyprus

Holstein, Joshua; Spitzer, Philipp; Hoell, Marieke; Vössing, Michael; Kühl, Niklas
Understanding Data Understanding : A Framework to Navigate the Intricacies of Data Analytics
2024
32nd European Conference on Information Systems (ECIS), Paphos, Cyprus

Hantke, Florian; Roth, Sebastian; Mrowczynski, Rafael; Utz, Christine; Stock, Ben
Where Are the Red Lines? Towards Ethical Server-Side Scans in Security and Privacy Research
2024
doi:10.1109/SP54263.2024.00104 ...
45th IEEE Symposium on Security and Privacy (S&P), San Francisco, CA

Lee, Mina; Gero, Katy Ilonka; Chung, John Joon Young; Shum, Simon Buckingham; Raheja, Vipul; Shen, Hua; Venugopalan, Subhashini; Wambsganss, Thiemo; Zhou, David; Alghamdi, Emad A.; August, Tal; Bhat, Avinash; Choksi, Madiha Zahrah; Dutta, Senjuti; Guo, Jin L. C.; Hoque, Md Naimul; Kim, Yewon; Knight, Simon; Neshaei, Seyed Parsa; Shibani, Antonette; Shrivastava, Disha; Shroff, Lila; Sergeyuk, Agnia; Stark, Jessi; Sterman, Sarah; Wang, Sitong; Bosselut, Antoine; Buschek, Daniel; Chang, Joseph Chee; Chen, Sherol; Kreminski, Max; Park, Joonsuk; Pea, Roy; Rho, Eugenia Ha Rim; Shen, Zejiang; Siangliulue, Pao
A Design Space for Intelligent and Interactive Writing Assistants
2024
doi:10.1145/3613904.3642697 ...
CHI Conference on Human Factors in Computing Systems, Honolulu, Hawaii, USA

Schöffer, Jakob; De-Arteaga, Maria; Kühl, Niklas
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
2024
ACM CHI Conference on Human Factors in Computing Systems (CHI '24), Honolulu, Hawaiʻi

Benharrak, Karim; Zindulka, Tim; Lehmann, Florian; Heuer, Hendrik; Buschek, Daniel
Writer-Defined AI Personas for On-Demand Feedback Generation
2024
doi:10.1145/3613904.3642406 ...
CHI Conference on Human Factors in Computing Systems, Honolulu, Hawaii, USA

Müller, Leopold; Hemmer, Patrick; Queisner, Moritz; Sauer, Igor; Allmendinger, Simeon; Jakubik, Johannes; Vössing, Michael; Kühl, Niklas
Redefining the Laparoscopic Spatial Sense : AI-Based Intra- and Postoperative Measurement from ...
2024
doi:10.1609/aaai.v38i21.30334 ...
The 38th Annual AAAI Conference on Artificial Intelligence, Vancouver, Canada

Schönfeld, Mirco; Pfeffer, Jürgen
Shortest path-based centrality metrics in attributed graphs with node-individual context constr ...
in Social Networks volume 77 (2024) . - page 93-103
doi:10.1016/j.socnet.2021.10.004 ...

Maradesa, Adeleke; Py, Baptiste; Huang, Jake; Lu, Yang; Iurilli, Pietro; Mrozinski, Aleksander; Law, Ho Mei; Wang, Yuhao; Wang, Zilong; Li, Jingwei; Xu, Shengjun; Meyer, Quentin; Liu, Jiapeng; Brivio, Claudio; Gavrilyuk, Alexander; Kobayashi, Kiyoshi; Bertei, Antonio; Williams, Nicholas J.; Zhao, Chuan; Danzer, Michael A.; Zic, Mark; Wu, Phillip; Yrjänä, Ville; Pereverzyev, Sergei; Chen, Yuhui; Weber, André; Kalinin, Sergei V.; Schmidt, Jan Philipp; Tsur, Yoed; Boukamp, Bernard A.; Zhang, Qiang; Gaberšček, Miran; O’Hayre, Ryan; Ciucci, Francesco
Advancing electrochemical impedance analysis through innovations in the distribution of relaxat ...
in Joule volume 8 (2024) issue 7. - page 1958-1981
doi:10.1016/j.joule.2024.05.008 ...

Draxler, Fiona; Werner, Anna; Lehmann, Florian; Hoppe, Matthias; Schmidt, Albrecht; Buschek, Daniel; Welsch, Robin
The AI Ghostwriter Effect : When Users Do Not Perceive Ownership of AI-Generated Text But Self- ...
in ACM Transactions on Computer-Human Interaction volume 31 (2024) issue 2
doi:10.1145/3637875 ...

Zipperling, Domenique; Allmendinger, Simeon; Struppek, Lukas; Kühl, Niklas
CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AI
2024
doi:10.15495/EPub_UBT_00007511 ...
The 32nd European Conference on Information Systems (ECIS), Paphos, Cyprus

Buschek, Daniel
Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Tools
Proceedings of the 2024 ACM Designing Interactive Systems Conference
New York : Association for Computing Machinery, 2024. - page 2719-2737
doi:10.1145/3643834.3660681 ...

Speith, Timo; Crook, Barnaby; Mann, Sara; Schomäcker, Astrid; Langer, Markus
Conceptualizing understanding in explainable artificial intelligence (XAI) : an abilities-based ...
in Ethics and Information Technology volume 26 (2024) issue 2
doi:10.15495/EPub_UBT_00007998 ...

Deck, Luca; Schoeffer, Jakob; De-Arteaga, Maria; Kühl, Niklas
A Critical Survey on Fairness Benefits of Explainable AI
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT)
Rio de Janeiro, Brazil , 2024
doi:10.1145/3630106.3658990 ...

Jakubik, Johannes; Vössing, Michael; Kühl, Niklas; Walk, Jannis; Satzger, Gerhard
Data-centric artificial intelligence
in Business & Information Systems Engineering volume 66 (2024) . - page 507-515
doi:10.1007/s12599-024-00857-8 ...

Xiong, Felix; Kühl, Niklas; Stauder, Maximilian
Designing a computer-vision-based artifact for automated quality control : a case study in the ...
in Flexible Services and Manufacturing Journal volume 36 (2024) . - page 1422-1449
doi:10.1007/s10696-023-09523-9 ...

Yao, Yuxuan; Oberhofer, Harald
Designing building blocks of covalent organic frameworks through on-the-fly batch-based Bayesia ...
in The Journal of Chemical Physics volume 161 (2024) issue 7
doi:10.1063/5.0223540 ...

Albuquerque, Rodrigo Q.; Rothenhäusler, Florian; Ruckdäschel, Holger
Designing formulations of bio-based, multicomponent epoxy resin systems via machine learning
in MRS Bulletin volume 49 (2024) . - page 59-70
doi:10.15495/EPub_UBT_00007411 ...

Pracht, Philipp; Pillai, Yuthika; Kapil, Venkat; Csányi, Gábor; Gönnheimer, Nils; Vondrák, Martin; Margraf, Johannes T.; Wales, David J.
Efficient Composite Infrared Spectroscopy: Combining the Double-Harmonic Approximation with Mac ...
in Journal of Chemical Theory and Computation volume 20 (2024) issue 24. - page 10986-11004
doi:10.1021/acs.jctc.4c01157 ...

Speith, Timo; Speith, Julian; Becker, Steffen; Zou, Yixin; Biega, Asia; Paar, Christof
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW)
2024 IEEE 32nd International Requirements Engineering Conference (RE)
Piscataway, NJ : IEEE, 2024. - page 354-362
doi:10.1109/RE59067.2024.00042 ...

Longo, Luca; Brčić, Mario; Cabitza, Federico; Choi, Jaesik; Confalonieri, Roberto; Del Ser, Javier; Guidotti, Riccardo; Hayashi, Yoichi; Herrera, Francisco; Holzinger, Andreas; Jiang, Richard; Khosravi, Hassan; Lecue, Freddy; Malgieri, Gianclaudio; Páez, Andrés; Samek, Wojciech; Schneider, Johannes; Speith, Timo; Stumpf, Simone
Explainable Artificial Intelligence (XAI) 2.0 : A Manifesto of Open Challenges and Interdiscipl ...
in Information Fusion volume 106 (2024)
doi:10.1016/j.inffus.2024.102301 ...

Kästner, Lena; Crook, Barnaby
Explaining AI through mechanistic interpretability
in European Journal for Philosophy of Science volume 14 (2024) issue 4
doi:10.15495/EPub_UBT_00008273 ...

Bartelmeß, Tina; Schönfeld, Mirco; Pfeffer, Jürgen
Exploring Food Poverty Experiences in the German Twitter-Sphere
in BMC Public Health volume 24 (2024)
doi:10.1186/s12889-024-18926-8 ...

Albrecht, Tobias; Keller, Robert; Rebholz, Dominik; Röglinger, Maximilian
Fake It Till You Make It : Synthetic Data for Emerging Carsharing Programs
in Transportation Research Part D: Transport and Environment volume 127 (2024)
doi:10.1016/j.trd.2024.104067 ...

Zakreuskaya, Anastasiya; Buschek, Daniel; Mackay, Wendy E.; Avellino, Ignacio; Dove, Graham; Eskofier, Bjoern M.
From Text to Treatment : How Medical Discharge Letters Are Used as a Key Artifact for Managing ...
Proceedings of Mensch und Computer 2024
New York : Association for Computing Machinery, 2024. - page 99-110
doi:10.1145/3670653.3670665 ...

Fechner, Pascal; König, Fabian; Lockl, Jannik; Röglinger, Maximilian
How Artificial Intelligence Challenges Tailorable Technology Design : Insights from a Design St ...
in Business & Information Systems Engineering volume 66 (2024) issue 3. - page 357-376
doi:10.1007/s12599-024-00872-9 ...

Kühl, Niklas
Human-Centric Artificial Intelligence: The Road Ahead
in transfer : Zeitschrift für Kommunikation und Markenmanagement volume 70 (2024) issue 4. - page 6-9
https://www.fim-rc.de/Paperbibliothek/Veroeffentli ...

Morrison, Katelyn; Spitzer, Philipp; Turri, Violet; Feng, Michelle; Kühl, Niklas; Perer, Adam
The Impact of Imperfect XAI on Human-AI Decision-Making
in Proceedings of the ACM on Human-Computer Interaction volume 8 (2024)
doi:10.1145/3641022 ...

Deck, Luca; Müller, Jan-Laurin; Braun, Conradin; Zipperling, Domenique; Kühl, Niklas
Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness
Proceedings of the Third European Workshop on Algorithmic Fairness (EWAF'24)
Mainz, Germany , 2024
https://arxiv.org/abs/2403.20089

Koltai, Peter; Kunde, Philipp
A Koopman-Takens theorem : Linear least squares prediction of nonlinear time series
in Communications in Mathematical Physics volume 405 (2024)
doi:10.1007/s00220-024-05004-8 ...

Lücke, Marvin; Winkelmann, Stefanie; Heitzig, Jobst; Molkenthin, Nora; Koltai, Peter
Learning interpretable collective variables for spreading processes on networks
in Physical Review E volume 109 (2024) issue 2
doi:10.1103/PhysRevE.109.L022301 ...

Spitzer, Philipp; Celis, Sebastian; Martin, Dominik; Kühl, Niklas; Satzger, Gerhard
Looking Through the Deep Glasses : How Large Language Models Enhance Explainability of Deep Lea ...
Proceedings of Mensch und Computer 2024
Karlsruhe, Germany : Association for Computing Machinery, 2024. - page 566-570
doi:10.1145/3670653.3677488 ...

Shah, Karim Ali; Brütting, Christian; Albuquerque, Rodrigo Q.; Ruckdäschel, Holger
Machine learning investigation of polylactic acid bead foam extrusion
in Journal of Applied Polymer Science volume 141 (2024) issue 30
doi:10.15495/EPub_UBT_00007965 ...

Shah, Karim Ali; Albuquerque, Rodrigo Q.; Brütting, Christian; Ruckdäschel, Holger
Machine learning-based time series analysis of polylactic acid bead foam extrusion
in Journal of Applied Polymer Science volume 141 (2024) issue 44
http://nbn-resolving.org/urn:nbn:de:bvb:703-epub-8 ...

Bauriedel, Niklas; Albuquerque, Rodrigo Q.; Utz, Julia; Geis, Nico; Ruckdäschel, Holger
Monitoring of fused filament fabrication (FFF) : An infrared imaging and machine learning appro ...
in Journal of Polymer Science volume 62 (2024) issue 24. - page 5633-5641
doi:10.15495/EPub_UBT_00008305 ...

Nandini, Durgesh; Blöthner, Simon; Schönfeld, Mirco; Larch, Mario
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis
Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Volume 2
Porto, Portugal , 2024. - page 63-73
doi:10.5220/0013028500003838 ...

Balbierer, Beatrice; Heinlein, Lukas; Zipperling, Domenique; Kühl, Niklas
A Multivocal Literature Review on Privacy and Fairness in Federated Learning
Proceedings of the 19th International Conference on Wirtschaftsinformatik (WI)
Würzburg, Germany , 2024
doi:10.48550/arXiv.2408.08666 ...

Rich, Patricia; Genot, Emmanuel
Mutual Expected Rationality in Online Sharing : An Agent-Based Model Study
in Topoi volume 43 (2024) issue 5. - page 1405-1419
doi:10.1007/s11245-024-10069-0 ...

Krüger, Markus; Lamann-Glees, Alexandra; Sebastian, Sean S.; Siegel, Renée; Senker, Jürgen; Hempelmann, Jan; Dronskowski, Richard; Ruschewitz, Uwe
Na₂C₃O₂ : The First Crystalline Compound with the Elusive ⁻C≡C−COO⁻ Anion
in Angewandte Chemie International Edition volume 63 (2024) issue 22
doi:10.1002/anie.202402978 ...

Allmendinger, Simeon; Hemmer, Patrick; Queisner, Moritz; Sauer, Igor; Müller, Leopold; Jakubik, Johannes; Vössing, Michael; Kühl, Niklas
Navigating the Synthetic Realm: Harnessing Diffusion-Based Models for Laparoscopic Text-to-Imag ...
AI for Health Equity and Fairness : Leveraging AI to Address Social Determinants of Health
Cham : Springer, 2024. - page 31-46
doi:10.1007/978-3-031-63592-2_4 ...

Margraf, Johannes T.
Neural graph distance embedding for molecular geometry generation
in Journal of Computational Chemistry volume 45 (2024) issue 21. - page 1784-1790
doi:10.1002/jcc.27349 ...

Maradesa, Adeleke; Py, Baptiste; Ciucci, Francesco
Probabilistic deconvolution of the distribution of relaxation times from multiple electrochemic ...
in Journal of Power Sources volume 621 (2024)
doi:10.15495/EPub_UBT_00008223 ...

van Rooij, Iris; Guest, Olivia; Adolfi, Federico; de Haan, Ronald; Kolokolova, Antonina; Rich, Patricia
Reclaiming AI as a theoretical tool for cognitive science
in Computational Brain & Behavior volume 7 (2024) issue 4. - page 616-636
doi:10.1007/s42113-024-00217-5 ...

2024

Froyland, Gary; Kalia, Manu; Koltai, Peter
Spectral clustering of time-evolving networks using the inflated dynamic Laplacian for graphs
arXiv, 2024
doi:10.48550/arXiv.2409.11984 ...

Rothenhäusler, Florian; Ruckdäschel, Holger
Strategies for the fast optimization of the glass transition temperature of sustainable epoxy r ...
in Journal of Applied Polymer Science volume 141 (2024) issue 21
doi:10.15495/EPub_UBT_00007951 ...

Bode, Jan; Kühl, Niklas; Kreuzberger, Dominik; Holtmann, Carsten
Towards Avoiding the Data Mess : Industry Insights from Data Mesh Implementations
in IEEE Access volume 12 (2024) . - page 95402-95416
doi:10.1109/ACCESS.2024.3417291 ...

Spitzer, Philipp; Goutier, Marc; Kühl, Niklas; Satzger, Gerhard
(X)AI as a Teacher : Learning with Explainable Artificial Intelligence
Proceedings of Mensch und Computer 2024
Karlsruhe, Germany : Association for Computing Machinery, 2024. - page 571-576
doi:10.1145/3670653.3677504 ...

2023

Schemmer, Max; Bartos, Andrea; Spitzer, Philipp; Hemmer, Patrick; Kühl, Niklas; Liebschner, Jonas; Satzger, Gerhard
Towards Effective Human-AI Decision-Making : The Role of Human Learning in Appropriate Reliance ...
2023
International Conference on Information Systems (ICIS 2023), Hyderabad, India

2023

Köhne, Frederik; Kreis, Leonie; Schiela, Anton; Herzog, Roland
Adaptive Step Sizes for Preconditioned Stochastic Gradient Descent
Bayreuth ; Heidelberg, 2023. - 31 page
doi:10.48550/arXiv.2311.16956 ...

2023

Herzog, Roland; Köhne, Frederik; Kreis, Leonie; Schiela, Anton
Frobenius-Type Norms and Inner Products of Matrices and Linear Maps with Applications to Neural ...
Bayreuth ; Heidelberg, 2023. - 14 page
doi:10.48550/arXiv.2311.15419 ...

2023

Herberg, Evelyn; Herzog, Roland; Köhne, Frederik; Kreis, Leonie; Schiela, Anton
Sensitivity-Based Layer Insertion for Residual and Feedforward Neural Networks
Bayreuth ; Heidelberg, 2023. - 15 page
doi:10.48550/arXiv.2311.15995 ...

Trampert, Leon; Stock, Ben; Roth, Sebastian
Honey, I Cached our Security Tokens : Re-usage of Security Tokens in the Wild
2023
doi:10.1145/3607199.3607223 ...
26th International Symposium on Research in Attacks, Intrusions and Defenses (RAID), Hongkong

Nitsche, Maximilian; Mukkavilli, Surya Karthik; Kühl, Niklas; Brunschwiler, Thomas
AB2CD : AI for Building Climate Damage Classification and Detection
AAAI 2023 FALL SYMPOSIUM SERIES on Artificial Intelligence and Climate : The Role of AI in a Climate-Smart Sustainable Future
Arlington, VA, USA , 2023

Deck, Luca; Schoeffer, Jakob; De-Arteaga, Maria; Kühl, Niklas
A Critical Survey on Fairness Benefits of XAI
2023
doi:10.48550/arXiv.2310.13007 ...
XAI in Action: Past, Present, and Future Applications @ NeurIPS 2023, New Orleans, Louisiana, USA

Haller, Franziska; Schemmer, Max; Kühl, Niklas; Holtmann, Carsten
Conceptualizing a Multi-Sided Platform for Cloud Computing Resource Trading
2023
https://aisel.aisnet.org/ecis2023_rp/408
The 31st European Conference on Information Systems (ECIS 2023), Kristiansand, Norwegen

Dang, Hai; Goller, Sven; Lehmann, Florian; Buschek, Daniel
Choice Over Control : How Users Write with Large Language Models using Diegetic and Non-Diegeti ...
2023
doi:10.1145/3544548.3580969 ...
CHI Conference on Human Factors in Computing Systems, Hamburg, Germany

Jakesch, Maurice; Bhat, Advait; Buschek, Daniel; Zalmanson, Lior; Naaman, Mor
Co-Writing with Opinionated Language Models Affects Users' Views
2023
doi:10.1145/3544548.3581196 ...
CHI Conference on Human Factors in Computing Systems, Hamburg, Germany

2023

Fischer, Florian; Fleig, Arthur; Klar, Markus; Paneva, Viktorija; Müller, Jörg
Towards a Deep(er) Understanding of Interaction through Modeling, Simulation, and Optimization
arXiv, 2023. - 8 page
doi:10.48550/ARXIV.2302.11409 ...

Schjeide, Brit-Maren; Püschel, Gerhard
Determining On-Target, Off-Target, and Copy Number Status of Transgenic Events After CRISPR/Cas ...
in Current Protocols volume 3 (2023) issue 1
doi:10.1002/cpz1.635 ...

Eckhard, Steffen; Patz, Ronny; Schönfeld, Mirco; van Meegdenburg, Hilde
International bureaucrats in the UN Security Council debates : A speaker-topic network analysis
in Journal of European Public Policy volume 30 (2023) issue 2. - page 214-233
doi:10.1080/13501763.2021.1998194 ...

Bittracher, Andreas; Mollenhauer, Mattes; Koltai, Peter; Schütte, Christof
Optimal reaction coordinates : Variational characterization and sparse computation
in Multiscale Modeling & Simulation volume 21 (2023) issue 2. - page 449-488
doi:10.1137/21M1448367 ...

van Dun, Christopher; Moder, Linda; Kratsch, Wolfgang; Röglinger, Maximilian
ProcessGAN : Supporting the creation of business process improvement ideas through generative m ...
in Decision Support Systems volume 165 (2023)
doi:10.1016/j.dss.2022.113880 ...

Leiske, Meike N.; Künneth, Christopher; De Breuck, Jonas; De Geest, Bruno G.; Hoogenboom, Richard
Amphiphilic Zwitterionic Bioderived Block Copolymers from Glutamic Acid and Cholesterol : Abili ...
in Macromolecular Chemistry and Physics volume 224 (2023) issue 24
doi:10.15495/EPub_UBT_00007314 ...

Schemmer, Max; Kühl, Niklas; Benz, Carina; Bartos, Andrea; Satzger, Gerhard
Appropriate Reliance on AI Advice : Conceptualization and the Effect of Explanations
Proceedings of the 28th International Conference on Intelligent User Interfaces : IUI '23
New York, NY, USA : Association for Computing Machinery, 2023. - page 410-422
doi:10.1145/3581641.3584066 ...

Walk, Jannis; Kühl, Niklas; Saidani, Michael; Schatte, Jürgen
Artificial intelligence for sustainability : Facilitating sustainable smart product-service sys ...
in Journal of Cleaner Production volume 402 (2023)
doi:10.1016/j.jclepro.2023.136748 ...

Dumler, Jonas; Faatz, Stephan; Friedrich, Markus; Döpper, Frank
Automatic time series segmentation and clustering for process monitoring in series production
in Procedia CIRP volume 118 (2023) . - page 602-607
doi:10.1016/j.procir.2023.06.103 ...
16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, Gulf of Naples, Italy

Marx, Alexander; Di Stefano, Francesco; Leutheuser, Heike; Chin-Cheong, Kieran; Pfister, Marc; Burckhardt, Marie-Anne; Bachmann, Sara; Vogt, Julia E.
Blood glucose forecasting from temporal and static information in children with T1D
in Frontiers in Pediatrics volume 11 (2023)
doi:10.3389/fped.2023.1296904 ...

2023

Speith, Timo
Building Bridges for Better Machines: From Machine Ethics to Machine Explainability and Back
Saarbrücken, Saarländische Universitäts-und Landesbibliothek, 2023
doi:10.22028/D291-40450 ...
(dissertation, , )

Lu, Meng; Cavieres, Joaquin; Moraga, Paula
A Comparison of Spatial and Nonspatial Methods in Statistical Modeling of NO₂ : Prediction Accu ...
in Geographical Analysis volume 55 (2023) issue 4. - page 703-727
doi:10.15495/EPub_UBT_00007291 ...

Quattrocchi, Emanuele; Py, Baptiste; Maradesa, Adeleke; Meyer, Quentin; Zhao, Chuan; Ciucci, Francesco
Deconvolution of electrochemical impedance spectroscopy data using the deep-neural-network-enha ...
in Electrochimica Acta volume 439 (2023)
doi:10.1016/j.electacta.2022.141499 ...

Geiger, Marco; Martin, Dominik; Kühl, Niklas
Deep Domain Adaptation for Detecting Bomb Craters in Aerial Images
Proceedings of the 56th Hawaii International Conference on System Sciences
Honolulu, HI , 2023. - page 826-834
https://hdl.handle.net/10125/102732

Baier, Lucas; Schlör, Tim; Schöffer, Jakob; Kühl, Niklas
Detecting Concept Drift With Neural Network Model Uncertainty
Proceedings of the 56th Hawaii International Conference on System Sciences
Honolulu, HI , 2023. - page 836-844
https://hdl.handle.net/10125/102733

Favarato, Claudia
Digitality and Political Theory : Mapping a Research Agenda in African Political Thought
in Theoria : A Journal of Social and Political Theory volume 70 (2023) issue 176. - page 34-64
doi:10.3167/th.2023.7017602 ...

Stocker, Sina; Jung, Hyunwook; Csányi, Gábor; Goldsmith, C. Franklin; Reuter, Karsten; Margraf, Johannes T.
Estimating Free Energy Barriers for Heterogeneous Catalytic Reactions with Machine Learning Pot ...
in Journal of Chemical Theory and Computation volume 19 (2023) issue 19. - page 6796-6804
doi:10.1021/acs.jctc.3c00541 ...

Grüne, Lars; Sperl, Mario
Examples for separable control Lyapunov functions and their neural network approximation
in IFAC-PapersOnLine volume 56 (2023) issue 1. - page 19-24
doi:10.1016/j.ifacol.2023.02.004 ...

Margraf, Johannes T.; Jung, Hyunwook; Scheurer, Christoph; Reuter, Karsten
Exploring catalytic reaction networks with machine learning
in Nature Catalysis volume 6 (2023) . - page 112-121
doi:10.1038/s41929-022-00896-y ...

Py, Baptiste; Maradesa, Adeleke; Ciucci, Francesco
Gaussian processes for the analysis of electrochemical impedance spectroscopy data : Prediction ...
in Electrochimica Acta volume 439 (2023)
doi:10.1016/j.electacta.2022.141688 ...

Shetty, Pranav; Rajan, Arunkumar Chitteth; Künneth, Christopher; Gupta, Sonakshi; Panchumarti, Lakshmi Prerana; Holm, Lauren; Zhang, Chao; Ramprasad, Rampi
A general-purpose material property data extraction pipeline from large polymer corpora using n ...
in npj Computational Materials volume 9 (2023) issue 1
doi:10.1038/s41524-023-01003-w ...

Bishop, Christopher A.; Machate, Tina; Henkel, Janin; Schulze, Matthias B.; Klaus, Susanne; Piepelow, Karolin
Heptadecanoic Acid Is Not a Key Mediator in the Prevention of Diet-Induced Hepatic Steatosis an ...
in Nutrients volume 15 (2023) issue 9
doi:10.3390/nu15092052 ...

Höcker, Birte; Lu, Peilong; Glasgow, Anum; Marks, Debora S.; Chatterjee, Pranam; Slusky, Joanna S. G.; Schueler-Furman, Ora; Huang, Possu
How can the protein design community best support biologists who want to harness AI tools for p ...
in Cell Systems volume 14 (2023) issue 8. - page 629-632
doi:10.1016/j.cels.2023.07.005 ...

Hemmer, Patrick; Thede, Lukas; Vössing, Michael; Jakubik, Johannes; Kühl, Niklas
Learning to Defer with Limited Expert Predictions
in Proceedings of the AAAI Conference on Artificial Intelligence volume 37 (2023) issue 5. - page 6002-6011
doi:10.1609/aaai.v37i5.25742 ...
The 37th AAAI Conference on Artificial Intelligence, Washington, DC, USA

Schöttle, Marius; Tran, Thomas; Oberhofer, Harald; Retsch, Markus
Machine Learning Enabled Image Analysis of Time-Temperature Sensing Colloidal Arrays
in Advanced Science volume 10 (2023) issue 8
doi:10.1002/advs.202205512 ...

Kreuzberger, Dominik; Kühl, Niklas; Hirschl, Sebastian
Machine learning operations (mlops) : Overview, definition, and architecture
in IEEE Access volume 11 (2023) . - page 31866-31879
doi:10.1109/ACCESS.2023.3262138 ...

Jung, Hyunwook; Sauerland, Lena; Stocker, Sina; Reuter, Karsten; Margraf, Johannes T.
Machine-Learning Driven Global Optimization of Surface Adsorbate Geometries
in npj Computational Materials volume 9 (2023)
doi:10.1038/s41524-023-01065-w ...

Schöttle, Marius; Theis, Maximilian; Lauster, Tobias; Hauschild, Stephan; Retsch, Markus
Microspectroscopy on Thin Films of Colloidal Mixture Gradients for Data-Driven Optimization of ...
in Advanced Optical Materials volume 11 (2023) issue 16
doi:10.1002/adom.202300095 ...

Spitzer, Philipp; Kühl, Niklas; Heinz, Daniel; Satzger, Gerhard
ML-Based Teaching Systems : A Conceptual Framework
in Proceedings of the ACM on Human-Computer Interaction volume 7 (2023) issue CSCW2
doi:10.1145/3610197 ...
CSCW 2023 : 26th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 14.-18.10.2023

Speith, Timo; Langer, Markus
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2023. - page 325-331
doi:10.1109/REW57809.2023.00061 ...

Stein, Jonas; Ott, Dominik; Nüßlein, Jonas; Bucher, David; Schönfeld, Mirco; Feld, Sebastian
NISQ-Ready Community Detection Based on Separation-Node Identification
in Mathematics volume 11 (2023) issue 15
doi:10.3390/math11153323 ...

Schöffer, Jakob; Jakubik, Johannes; Vössing, Michael; Kühl, Niklas; Satzger, Gerhard
On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making
HHAI 2023: Augmenting Human Intellect : Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence
Amsterdam : IOS Press, 2023. - page 46-59 . - (Frontiers in Artificial Intelligence and Applications; 368)
doi:10.3233/FAIA230074 ...

Chen, Ke; Kunkel, Christian; Cheng, Bingqing; Reuter, Karsten; Margraf, Johannes T.
Physics-Inspired Machine Learning of Localized Intensive Properties
in Chemical Science volume 14 (2023) issue 18. - page 4913-4922
doi:10.1039/D3SC00841J ...

Gurnani, Rishi; Künneth, Christopher; Toland, Aubrey; Ramprasad, Rampi
Polymer Informatics at Scale with Multitask Graph Neural Networks
in Chemistry of Materials volume 35 (2023) issue 4. - page 1560-1567
doi:10.1021/acs.chemmater.2c02991 ...

2023

Shukla, Shivank S.; Künneth, Christopher; Ramprasad, Rampi
Polymer Informatics Beyond Homopolymers
arXiv, 2023
doi:10.48550/arXiv.2303.12938 ...

Achenbach, Bastian; Grape, Erik Svensson; Wahiduzzaman, Mohammad; Pappler, Sandra K.; Meinhart, Marcel; Siegel, Renée; Maurin, Guillaume; Senker, Jürgen; Inge, A. Ken; Stock, Norbert
Porous Salts Containing Cationic Al₂₄-Hydroxide-Acetate Clusters from Scalable, Green and Aqueo ...
in Angewandte Chemie International Edition volume 62 (2023) issue 29
doi:10.1002/anie.202218679 ...

Vondrák, Martin; Reuter, Karsten; Margraf, Johannes T.
q-pac: A Python Package for Machine Learned Charge Equilibration Models
in The Journal of Chemical Physics volume 159 (2023)
doi:10.1063/5.0156290 ...

Crook, Barnaby; Schlüter, Maximilian; Speith, Timo
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI ...
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ : IEEE, 2023. - page 316-324
doi:10.1109/REW57809.2023.00060 ...

Margraf, Johannes T.
Science-Driven Atomistic Machine Learning
in Angewandte Chemie International Edition volume 62 (2023) issue 26
doi:10.1002/anie.202219170 ...

Maradesa, Adeleke; Py, Baptiste; Wan, Ting Hei; Effat, Mohammed B.; Ciucci, Francesco
Selecting the Regularization Parameter in the Distribution of Relaxation Times
in Journal of the Electrochemical Society volume 170 (2023) issue 3
doi:10.1149/1945-7111/acbca4 ...

Mann, Sara; Crook, Barnaby; Kästner, Lena; Schomäcker, Astrid; Speith, Timo
Sources of Opacity in Computer Systems : Towards a Comprehensive Taxonomy
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2023. - page 337-342
doi:10.1109/REW57809.2023.00063 ...

Vogel, Anna; Rabenbauer, Alfred; Deng, Philipp; Steib, Ruben; Böger, Thorben; Zeier, Wolfgang G.; Siegel, Renée; Senker, Jürgen; Daisenberger, Dominik; Nisi, Katharina; Holleitner, Alexander W.; Venturini, Janio; Nilges, Tom
A Switchable One-Compound Diode
in Advanced Materials volume 35 (2023) issue 2
doi:10.1002/adma.202208698 ...

Friedrich, Markus; Gerber, Theresa; Dumler, Jonas; Döpper, Frank
A system for automated tool wear monitoring and classification using computer vision
in Procedia CIRP volume 118 (2023) . - page 425-430
doi:10.1016/j.procir.2023.06.073 ...
16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, Gulf of Naples, Italy

Jakubik, Johannes; Muszynski, Michal; Vössing, Michael; Kühl, Niklas; Brunschwiler, Thomas
Toward Foundation Models for Earth Monitoring : Generalizable Deep Learning Models for Natural ...
2023 IEEE International Geoscience and Remote Sensing Symposium : Proceedings
Piscataway, NJ , 2023
doi:10.48550/arXiv.2301.09318 ...

Heiland, Lukas; Kunstler, Georges; Šebeň, Vladimír; Hülsmann, Lisa
Which demographic processes control competitive equilibria? Bayesian calibration of a size-stru ...
in Ecology and Evolution volume 13 (2023) issue 7. - page e10232
http://nbn-resolving.org/urn:nbn:de:bvb:703-epub-7 ...

2022

Ferruz, Noelia; Schmidt, Steffen; Höcker, Birte
ProtGPT2 is a deep unsupervised language model for protein design
in Nature Communications volume 13 (2022)
doi:10.1038/s41467-022-32007-7 ...

Jaeger, Katharina M.; Nissen, Michael; Richer, Robert; Rahm, Simone; Titzmann, Adriana; Fasching, Peter A.; Eskofier, Björn M.; Leutheuser, Heike
Machine learning-based detection of in-utero fetal presentation from non-invasive fetal ECG
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) : proceedings
Piscataway, NJ : IEEE, 2022. - page 01-04
doi:10.1109/BHI56158.2022.9926804 ...

Schmidt, Konstantin; Haas, Lukas; Bidarouni, Amir Latifi; Reinhardt, Andreas; Döpper, Frank; Franke, Jörg
A Methodology for Predictive Life Expectancy of Moisture-Sensitive SMT components using Neural ...
in Procedia CIRP volume 107 (2022) . - page 1373-1378
doi:10.1016/j.procir.2022.05.160 ...

2022

Künneth, Christopher; Ramprasad, Rampi
polyBERT : A chemical language model to enable fully machine-driven ultrafast polymer informati ...
arXiv, 2022
doi:10.48550/arXiv.2209.14803 ...