Publications

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

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 ...

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 ...

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

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 ...

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 ...

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 ...