Items where Subject is "Institute for AI Safety and Security"

Anilkumar Girija, Akshay and Christensen, Johann Maximilian and Stefani, Thomas and Hoemann, Elena and Durak, Umut and Köster, Frank and Hallerbach, Sven and Krüger, Thomas (2024) Towards the Monitoring of Operational Design Domains using Temporal Scene Analysis in the realm of Artificial Intelligence in Aviation. In: 43rd AIAA DATC/IEEE Digital Avionics Systems Conference, DASC 2024. IEEE. 43rd IEEE/AIAA Digital Avionics Systems Conference (DASC), 2024-09-29 - 2024-10-03, San Diego, CA, USA. doi: 10.1109/DASC62030.2024.10749445. ISBN 979-835034961-0. ISSN 2155-7195. Volltext nicht frei.

Anilkumar Girija, Akshay and Stefani, Thomas and Mut, Ryan and Krüger, Thomas and Durak, Umut (2022) USING OPERATIONAL DESIGN DOMAIN FOR SAFE AI IN URBAN AIR MOBILITY. ASAM International Conference 2022, 2022-11-29 - 2022-11-30, Dresden, Germany. Volltext nicht frei.

Awick, Jan-Philipp and Steffens, Lars and Karl, Michael and Marx Gómez, Jorge (2024) A Taxonomy for Evaluating Data Quality in Data Integration - Towards a Standardized Data Quality Management. 10th IEEE International Conference on Data Science and Systems (DSS 2024), 2024-12-13 - 2024-12-15, Wuhan, China. Volltext nicht frei.

Bajaj, Prapti and Ivlev, Alexei and Räth, Christoph and Schwabe, Mierk (2023) Studying turbulence in a fluid with background damping. Physical Review E, 107, 064603. American Physical Society. doi: 10.1103/PhysRevE.107.064603. ISSN 2470-0045.

Baumgärtner, Timo (2024) Playing games on a quantum computer using a quantum-enhanced actor-critic method for reinforcement learning. Master's, Ulm University. Volltext nicht frei.

Baur, Sebastian and Räth, Christoph and Duncan, Dennis (2023) Predicting Complex Time Series Using Knowledge Based Hybrid Reservoir Computing. Dynamic Days Europe 2023, 2023-09-03 - 2023-09-08, Naples, Italy.

Beckmann, Dirk (2023) Architekturprozess und Bewertungsmethoden für Testfelder Intelligenter Verkehrssysteme. Dissertation, Carl-von-Ossietzky Universität Oldenburg. Volltext nicht frei.

Breitkopf, Michelle (2024) Augmenting Large Language Model's Knowledge Using External Sources Without Finetuning. Master's, Ruhr-Universität Bochum.

Brucke, Karoline and Schmitz, Simon and Köglmayr, Daniel and Baur, Sebastian and Räth, Christoph and Ansari, Esmail and Klement, Peter (2024) Benchmarking Reservoir Computing for Residential Energy Demand Forecasting. Energy and Buildings, 314 (114236). Elsevier. doi: 10.1016/j.enbuild.2024.114236. ISSN 0378-7788.

Bruder, Carmen and Schulze Kissing, Dirk and Theis, Sabine and Stefani, Thomas and Hunger, Robert and Jameel, Mohsan (2024) "User-centred developement of human-AI teaming in air traffic control". 1. Wissensaustauschworkhshop Human Factors, 2024-11-27 - 2024-11-28, Hamburg Finkenwerder.

Bruder, Carmen and Theis, Sabine and Stefani, Thomas and Jameel, Mohsan and Hunger, Robert and Schulze Kissing, Dirk (2024) User Participation in the Design of Trustworthy Human-AI-Collaboration in Air-Traffic Control. HFES Europe Chapter - Annual Meeting, 2024-04-17 - 2024-04-19, Lübeck, Germany. doi: 10.60575/ax6v-dr86.

Chen, Duyu and Klatt, Michael Andreas and Fredrickson, Glenn H. (2024) Emergence of Disordered Hyperuniformity in Melts of Linear Diblock Copolymers. Macromolecules, 57 (20), pp. 9911-9919. American Chemical society (ACS). doi: 10.1021/acs.macromol.4c01807. ISSN 0024-9297.

Christensen, Johann Maximilian and Anilkumar Girija, Akshay and Stefani, Thomas and Durak, Umut and Hoemann, Elena and Köster, Frank and Krüger, Thomas and Hallerbach, Sven (2024) pyCASX (Version 1.0.0). Zenodo. [Other] Volltext nicht online.

Christensen, Johann Maximilian and Anilkumar Girija, Akshay and Stefani, Thomas and Durak, Umut and Hoemann, Elena and Köster, Frank and Krüger, Thomas and Hallerbach, Sven (2024) Advancing the AI-Based Realization of ACAS X Towards Real-World Application. In: 36th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2024, pp. 57-64. IEEE. 2024 IEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI), 2024-10-28 - 2024-10-30, Herndon, VA, USA. doi: 10.1109/ICTAI62512.2024.00017. ISBN 979-833152723-5. ISSN 1082-3409. Volltext nicht frei.

Christensen, Johann Maximilian and Stefani, Thomas and Anilkumar Girija, Akshay and Hoemann, Elena and Vogt, Andrea and Werbilo, Viktor and Durak, Umut and Köster, Frank and Krüger, Thomas and Hallerbach, Sven (2025) Formulating an Engineering Framework for Future AI Certification in Aviation. Aerospace, pp. 1-24. Multidisciplinary Digital Publishing Institute (MDPI). ISSN 2226-4310. (Submitted)

Christensen, Johann Maximilian and Zaeske, Wanja Marlo Moritz and Beck, Janick Wolfgang and Friedrich, Sven and Stefani, Thomas and Anilkumar Girija, Akshay and Hoemann, Elena and Durak, Umut and Köster, Frank and Krüger, Thomas and Hallerbach, Sven (2024) safetynet (Version 1.0.0). Zenodo. [Other] Volltext nicht online.

Christensen, Johann Maximilian and Zaeske, Wanja Marlo Moritz and Beck, Janick Wolfgang and Friedrich, Sven and Stefani, Thomas and Anilkumar Girija, Akshay and Hoemann, Elena and Durak, Umut and Köster, Frank and Krüger, Thomas and Hallerbach, Sven (2024) Towards Certifiable AI in Aviation: A Framework for Neural Network Assurance Using Advanced Visualization and Safety Nets. In: 43rd AIAA DATC/IEEE Digital Avionics Systems Conference, DASC 2024, pp. 1-9. IEEE. 43rd AIAA DATC/IEEE Digital Avionics Systems Conference (DASC), 2024-09-29 - 2024-10-03, San Diego, CA, USA. doi: 10.1109/DASC62030.2024.10749321. ISBN 979-835034961-0. ISSN 2155-7195.

Collischon, Caroline and Klatt, Michael A. and Banday, Anthony J. and Sasaki, Manami and Räth, Christoph (2024) Morphometry on the sphere: Cartesian and irreducible Minkowski tensors explained and implemented. Communications Physics, 7 (1), pp. 1-10. Springer Nature. doi: 10.1038/s42005-024-01751-1. ISSN 2399-3650.

Duncan, Dennis (2023) Interpreting Reservoir Computing with PCA and Exploring Physics-Informed RC. Master's, Ludwig-Maximilians-Universität.

Duncan, Dennis and Räth, Christoph (2023) Optimizing the combination of data-driven and model-based elements in hybrid reservoir computing. Chaos, 33. American Institute of Physics (AIP). doi: 10.1063/5.0164013. ISSN 1054-1500.

Feifel, Patrick and Bonarens, Frank and Franke, Benedikt and Raulf, Arne Peter and Köster, Frank and Schwenker, Friedhelm (2022) Revisiting the Evaluation of Deep Neural Networks for Pedestrian Detection. In: 2022 Workshop on Artificial Intelligence Safety, AISafety 2022. AISafety & IJCAI-ECAI-2022, 2022-07-23 - 2022-07-29, Wien, Österreich. ISSN 1613-0073. Volltext nicht online.

Fischer, Martin and Köster, Frank and Mosebach, Henning Hajo (2023) PEGASUS Project Family Perspective – Supporting the release of Automated Driving in Europe. Driving Simulation Conference 2023, 2023-09-06 - 2023-09-08, Antibes, Frankreich.

Flynn, Andrew and Heilmann, Oliver and Köglmayr, Daniel and Tsachouridis, Vassilios and Räth, Christoph and Amann, Andreas (2022) Exploring the limits of multifunctionality across different reservoir computers. In: 2022 International Joint Conference on Neural Networks, IJCNN 2022. IEEE. 2022 International Joint Conference on Neural Networks (IJCNN), 2022-07-18 - 2022-07-23, Padua, Italien. doi: 10.1109/IJCNN55064.2022.9892203. ISBN 978-1-7281-8671-9. ISSN 2161-4393.

Franke, Benedikt and Heinrich, Florian and Lange, Markus and Raulf, Arne Peter (2024) Robustness and Regularization in Hierarchical Re-Basin. In: 32th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2024. European Symposium on Artificial Neural Networks (ESANN), 2024-10-09 - 2024-10-11, Brugge, Belgien. (In Press)

Greenblatt, Rafael L. and Marcelli, Giovanna and Lange, Markus and Porta, Marcello (2024) Adiabatic Evolution of Many-Body Thermal States. Communications in Mathematical Physics, 405 (75). Springer Nature. doi: 10.1007/s00220-023-04903-6. ISSN 1432-0916.

Gross, Markus and Raulf, Arne Peter and Räth, Christoph (2024) Weight fluctuations in deep linear neural networks and a derivation of the inverse-variance flatness relation. Physical Review Research, 6 (3), 033103-1. American Physical Society. doi: 10.1103/PhysRevResearch.6.033103. ISSN 2643-1564.

Hallerbach, Sven and Eberle, Ulrich and Köster, Frank (2022) Simulation-Enabled Methods for the Development, Testing and Validation of Cooperative and Automated Vehicles. Schweizerische Akademie der Technischen Wissenschaften (SATW). doi: 10.5281/zenodo.5907154. Volltext nicht online.

Haluszczynski, Alexander and Köglmayr, Daniel and Räth, Christoph (2023) Controlling dynamical systems to complex target states using machine learning: next-generation vs. classical reservoir computing. In: 2023 International Joint Conference on Neural Networks, IJCNN 2023. IEEE. International Joint Conference on Neural Networks (IJCNN), 2023-06-18 - 2023-06-23, Gold Coast, Australien. doi: 10.1109/IJCNN54540.2023.10191257. ISBN 978-166548867-9.

Haluszczynski, Alexander and Köglmayr, Daniel and Räth, Christoph (2024) Controlling dynamical systems to arbitrary target states using classical-, next-generation- and the new minimal reservoir computing. Dynamic Days US 2024, 2025-01-08 - 2025-01-10, Davis, USA. Volltext nicht online.

Hanke, Felix and Unruh, Johannes and Karl, Michael and Köster, Frank (2024) Secure Dataspace Approach for Interorbital Satellite Links. In: AIAA SciTech 2024 Forum. AIAA. AIAA SCITECH 2024 Forum, 2024-01-08 - 2024-01-12, Orlando, Florida. doi: 10.2514/6.2024-0269. ISBN 978-162410711-5. ISSN AIAA 2024-0269. Volltext nicht frei.

Hasler, David and Lange, Markus (2023) Symmetries in non-relativistic quantum electrodynamics. Reviews in Mathematical Physics, 35 (8). World Scientific. doi: 10.1142/S0129055X23500186. ISSN 0129-055X.

Hasler, David and Lange, Markus (2023) Degenerate perturbation theory for models of quantum field theory with symmetries. Annales Henri Poincaré. Springer Nature. doi: 10.1007/s00023-023-01359-1. ISSN 1424-0637.

Heilmann, Oliver (2023) Multifunctional Echo State Networks: Effects of Topology and Memory on the Reconstruction of Chaotic Attractors. Master's, Ludwig-Maximilians-Universität.

Heinrich, Florian and Franke, Benedikt (2024) Federated Learning Demonstrator (Version 1.0.1). [Other] Volltext nicht online.

Heinrich, Florian and Franke, Benedikt (2024) Federated Learning Demonstrator MNIST Example (Version 1.0.1). GitHub. [Other] Volltext nicht online.

Heinrich, Florian and Franke, Benedikt (2024) Federated Learning Client Base Image (Version 1.0.1). GitHub. [Other] Volltext nicht online.

Heinrich, Florian and Franke, Benedikt (2024) Logging Base Module (Version 1.0.1). GitHub. [Other] Volltext nicht online.

Heinrich, Florian and Franke, Benedikt and Unruh, Johannes and Lanz, Martin and Stolz, Tarek (2024) Federated Learning Platform Documentation (Version 1.0.1). GitHub. [Other] Volltext nicht online.

Herteux, Joschka and Räth, Christoph and Baha, Amine and Martini, Giulia and Piovani, Duccio (2024) Forecasting Food Security with Reservoir Computing. In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Volltext nicht online.

Herteux, Joschka and Räth, Christoph and Martini, Giulia and Baha, Anime and Koupparis, Kyriacos and Lauzana, Ilaria and Piovani, Duccio (2024) Forecasting trends in food security with real time data. Communications Earth & Environment, 5 (511), p. 611. Springer Nature. doi: 10.1038/s43247-024-01698-9. ISSN 2662-4435.

Hickmann, M. Lautaro (2022) Reinforcement learning with variational quantum algorithms for trajectory planning. Master's, Universität Ulm.

Hickmann, M. Lautaro and Quero, David and Schwenker, Friedhelm and Rieser, Hans-Martin (2024) Hybrid quantum tensor networks for aeroelastic applications. Quantum Techniques in Machine Learning (QTML) 2024 Conference, 2024-11-24 - 2024-11-29, Melbourne, Australien.

Hickmann, Manuel Lautaro and Raulf, Arne Peter and Köster, Frank and Schwenker, Friedhelm and Rieser, Hans-Martin (2023) Potential analysis of a Quantum RL controller in the context of autonomous driving. In: 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2023, pp. 263-268. Ciaco - i6doc.com. ESANN ( European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning) 2023, 2023-10-04 - 2023-10-06, Bruges, Belgium. doi: 10.14428/esann/2023.ES2023-22. ISBN 978-2-87587-088-9.

Hoemann, Elena and Hallerbach, Sven (2024) Improving synthetic data quality for safe AI engineering applying GenAI. Quantifying Simulation Quality, 2024-09-10 - 2024-09-11, Düsseldorf, Deutschland.

Jex, Michal and Hundertmark, Dirk and Lange, Markus (2023) Quantum Systems at The Brink. Springer. INdAM Quantum Meetings (IQM22), 2023-05-23 - 2023-05-27, Mailand, Italien. doi: 10.1007/978-981-99-5894-8_10. ISBN 978-981-99-5894-8. ISSN 2281-5198. Volltext nicht frei.

Jex, Michal and Hundertmark, Dirk and Lange, Markus (2023) Quantum systems at the brink: existence of bound states, critical potentials, and dimensionality. Forum of Mathematics, Sigma, 11. Cambridge University Press. doi: 10.1017/fms.2023.39. ISSN 2050-5094.

Karl, Michael (2022) Enabler Data Standards. Gaia-X Mobility Data Space Event, 2022-05-19, Virtuell. Volltext nicht online.

Karl, Michael (2023) KI Sicherheit - Sichere und zuverlässige Systeme erstellen. [Other] Volltext nicht online.

Karl, Michael (2023) KI Sicherheit - Sichere und zuverlässige Systeme erstellen. Lionsclub Treffen, 2023-09-07, Rheinbach. Volltext nicht frei.

Karl, Michael (2023) Artificial Intelligence - Safety and Security. 2nd AEROSPACE INNOVATION DAY, 2023-10-18, Berlin. Volltext nicht frei.

Karl, Michael and Köster, Frank (2023) Intermodal Mobility. [Other]

Kees, Yannick and Köster, Frank and Hallerbach, Sven (2024) Safety-by-Design for Deep Learning Methods at the Example of Autonomous Driving. Helmholtz AI Conference 2024, 2024-06-12 - 2024-06-14, Deutschland, Düsseldorf. (Unpublished)

Kees, Yannick and Sauter, Gerald and Mut, Ryan and Franke, Benedikt and Frank, Köster and Sven, Hallerbach (2024) ODD-based Health Monitoring and Predictive Maintenance of Degrading Vehicle Functionality. In: Short Paper Proceedings of the 5th Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis hosted by the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023) (3629). CEUR Workshop Proceedings. 5th Workshop on Artificial Intelligence and fOrmal VERification, Logic, Automata, and sYnthesis, 2023-11-07, Rom, Italien. ISSN 1613-0073. Volltext nicht frei.

Klatt, Michael A. and Kim, Jaeuk and Gartner, Thomas E. and Torquato, Salvatore (2024) Local number fluctuations in ordered and disordered phases of water across temperatures: Higher-order moments and degrees of tetrahedrality. Journal of Chemical Physics, 160 (20), pp. 204502-1. American Institute of Physics (AIP). doi: 10.1063/5.0204696. ISSN 0021-9606. Volltext nicht frei.

Klatt, Michael Andreas (2023) Order in disorder: what physics can learn from stochastics. Colloquium and Celebration of Günter Last’s 65th birthday, 2023-11-03, Karlsruhe, Germany. (Unpublished) Volltext nicht online.

Klatt, Michael Andreas (2024) Hyperuniformity: Why? How? What? Forschungsseminar des Instituts für Stochastik der Universität Ulm, 2024-02-22, Ulm, Germany. (Unpublished) Volltext nicht online.

Klatt, Michael Andreas (2024) Hyperuniformity: Why? How? What? DAMTP Statistical Physics and Soft Matter Seminar of the University of Cambridge, 2024-04-30, Cambridge, UK, online presentation. (Unpublished) Volltext nicht online.

Klatt, Michael Andreas (2024) Hyperuniformity: a hidden long-range order in random geometric systems. German-Japanese Fall School: Time Series, Random Fields and beyond, 2024-09-23 - 2024-09-27, Ulm, Germany. (Unpublished) Volltext nicht online.

Klatt, Michael Andreas and Last, Günter and Henze, Norbert (2024) How to test for hyperuniformity. Bernoulli-IMS 11th World Congress in Probability and Statistics 2024, 2024-08-12 - 2024-08-16, Bochum, Germany. (Unpublished) Volltext nicht online.

Klatt, Michael Andreas and Last, Günter and Lotz, Luca (2024) Hyperuniform random measures. Third annual conference of SPP2265 on random geometric systems, 2024-10-28 - 2024-10-30, Berlin, Germany. (Unpublished) Volltext nicht online.

Klatt, Michael Andreas and Winter, Steffen (2023) Almost sure convergence and second moments of geometric functionals of fractal percolation. Advances in Applied Probability, pp. 1-33. Cambridge University Press. doi: 10.1017/apr.2023.48. ISSN 0001-8678.

Klatt, Michael Andreas and Wittmann, René and Löwen, Hartmut (2023) When can we uniquely map a classical density to a time-dependent potential? 11th DFT Days, 2023-09-20 - 2023-09-22, Tübingen, Deutschland. (Unpublished) Volltext nicht online.

Klitzke, Lars and Gimm, Kay and Koch, Carsten and Köster, Frank (2022) Extraction and Analysis of Highway On-Ramp Merging Scenarios from Naturalistic Trajectory Data. In: 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022. IEEE International Conference on Intelligent Transportation Systems, 2022-10-08 - 2022-10-12, Macau, China. doi: 10.1109/ITSC55140.2022.9922191. ISBN 978-1-6654-6880-0. ISSN 2153-0009.

Klitzke, Lars and Koch, Carsten and Haja, Andreas and Köster, Frank (2021) Vehicle Data Management System for Scenario-Based Validation of Automated Driving Functions. Communications in Computer and Information Science, 1217, pp. 342-362. Springer. doi: 10.1007/978-3-030-68028-2_16. ISSN 1865-0929. Volltext nicht frei.

Köglmayr, Daniel (2022) Reservoir Computing Based Cryptography and Exploration of the Limits of Multifunctionality in NG-RC. Master's, Ludwig-Maximilians-Universität.

Köglmayr, Daniel and Baur, Sebastian and Nakano, Tamon and Fischbach, Fabian and Ducan, Denis and Haluszczynski, Alexander and Klatt, Michael Andreas and Haochun, Ma and Prosperino, Davide and Räth, Christoph (2025) Predicting High-Dimensional Chaotic Time Series by Employing Hybridized Local State Reservoir Computing. Dynamic Days US 2025, 2025-01-03 - 2025-01-05, Denver, USA. (In Press) Volltext nicht online.

Köglmayr, Daniel and Räth, Christoph (2023) A fast reservoir computing based image encryption algorithm. In: 2023 International Joint Conference on Neural Networks, IJCNN 2023. International Joint Conference on Neural Networks (IJCNN), 2023-06-18 - 2023-06-23, Gold Coast, Australien. doi: 10.1109/IJCNN54540.2023.10191083. ISBN 978-166548867-9.

Köglmayr, Daniel and Räth, Christoph (2024) Extrapolating tipping points and simulating non-stationary dynamics of complex systems using efficient machine learning. Scientific Reports. Nature Publishing Group. doi: 10.1038/s41598-023-50726-9. ISSN 2045-2322.

Köglmayr, Daniel and Räth, Christoph (2024) Extrapolating tipping points and simulating non-stationary dynamics of complex systems using efficient machine learning. In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Volltext nicht online.

Köglmayr, Daniel and Räth, Christoph (2024) Extrapolating tipping points and simulating non-stationary dynamics of complex systems using efficient machine learning. MECO 49, 2024-04-21 - 2024-04-25, Kranjska Gora, Slovenia. Volltext nicht online.

Köster, Frank (2023) Präsentation Gaia-X 4 Future Mobility. Market-X Conference, 2023-03-13 - 2023-03-14, Vienna, Austria. (Unpublished) Volltext nicht online.

Köster, Frank and Stäbler, Maximilian (2023) Panel Diskussion Gaia-X 4 Future Mobility. Hannover Messe, 2023-04-17 - 2023-04-21, Hannover, Germany. (Unpublished) Volltext nicht online.

Köster, Frank and Stäbler, Maximilian (2023) Gaia-X Presentation & Panel Discussion. G7 Summit Takasaki, Japan, 2023-04-29 - 2023-04-30, Takasaki, Japan. (Unpublished) Volltext nicht online.

Lage, Svenja and Hörmann, Felicitas and Hanke, Felix and Karl, Michael (2025) Collision Risk Analysis for LEO Satellites with Confidential Orbital Data. In: 12th Advanced Satellite Multimedia Systems Conference and the 18th Signal Processing for Space Communications Workshop, ASMS/SPSC 2025. 12th Advanced Satellite Multimedia Systems Conference, 18th Signal Processing for Space Communications Workshop, 2025-02-26 - 2025-02-28, Sitges, Spain.

Lage, Svenja and Hörmann, Felicitas and Hanke, Felix and Karl, Michael (2025) Privacy-Preserving Collision-Risk Assessment for LEO Satellites. FHE.org (conference), 2025-03-25, Sofia, Bulgarien.

Lanz, Peter (2023) The InflateSAR Campaign - Detecting Refugee Rubber Boats with SAR. Dissertation, Carl von Ossietzky Universität Oldenburg. Volltext nicht online.

Le, Duc Hai and Ihme, Klas and Köster, Frank (2023) Involving users in Automotive HMI design: Design evaluation of an interactive simulation based on participatory design. Open Access Science in Human Factors Engineering and Human Centered Computing. IHSI 2023 International Conference, 2023-02-22 - 2023-02-24, Venedig, Italien. doi: 10.54941/ahfe1002814. ISBN 978-1-958651-45-2. ISSN 2771-0718.

Lehmler, Stephan Johann and Saif-ur-Rehman, Muhammad and Glasmachers, Tobias and Iossifidis, Ioannis (2024) Understanding activation patterns in artificial neural networks by exploring stochastic processes: Discriminating generalization from memorization. Neurocomputing, 610, p. 128473. Elsevier. doi: 10.1016/j.neucom.2024.128473. ISSN 0925-2312.

Leonard, Stepien and Köster, Frank (2022) Flexible Model Exchange in Modelling Smart Mobility by Using Domain Ontologies. In: 16th Annual IEEE International Systems Conference, SysCon 2022. IEEE International Systems Conference, SysCon 2022, 2022-04-25 - 2022-04-28, Montreal, Kanada. doi: 10.1109/SysCon53536.2022.9773837. ISBN 978-166543992-3. Volltext nicht online.

Lizenberg, Viktor (2024) Simulations for Cooperative Driving - Methodology for Verification and Validation of Cooperative Driving Functions with Intelligent Co-Simulation Framework. Dissertation, Carl von Ossietzky Universität Oldenburg. Volltext nicht online.

Ma, Haochun (2024) Causal Decomposition of Complex Systems & Prediction of Chaos using Machine Learning. Dissertation, Ludwig-Maximilians-Universität.

Ma, Haochun and Haluszczynski, Alexander and Prosperino, Davide and Räth, Christoph (2022) Identifying causality drivers and deriving governing equations of nonlinear complex systems. Chaos, 32, p. 103128. American Institute of Physics (AIP). doi: 10.1063/5.0102250. ISSN 1054-1500.

Ma, Haochun and Haluszczynski, Alexander and Prosperino, Davide and Räth, Christoph (2023) Causalities and their Drivers in Synthetic and Financial Data. Nonlinear Data Analysis and Modeling: Advances, Applications, Perspectives, 2023-03-15 - 2023-03-17, Potdsam, Deutschland. (Unpublished)

Ma, Haochun and Prosperino, Davide and Haluszczynski, Alexander and Räth, Christoph (2023) Efficient forecasting of chaotic systems with block-diagonal and binary reservoir computing. Chaos. American Institute of Physics (AIP). doi: 10.1063/5.0151290. ISSN 1054-1500.

Ma, Haochun and Prosperino, Davide and Haluszczynski, Alexander and Räth, Christoph (2024) Linear and nonlinear causality in financial markets. Chaos, 34, p. 113125. American Institute of Physics (AIP). doi: 10.1063/5.0184267. ISSN 1054-1500.

Ma, Haochun and Prosperino, Davide and Räth, Christoph (2023) A novel approach to minimal reservoir computing. Scientific Reports, 13, p. 12970. Nature Publishing Group. doi: 10.1038/s41598-023-39886-w. ISSN 2045-2322.

Ma, Haochun and Prosperino, Davide and Räth, Christoph (2024) Minimal Reservoir Computing. In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Volltext nicht online.

Ma, Haochun and Prosperino, Davide and Räth, Christoph (2024) Minimal Reservoir Computing. 10th International conference on Time Series and Forecasting, 2024-07-15 - 2024-07-17, Gran Canaria, Spanien. (Unpublished)

Ma, Haochun and Prosperino, Davide and Räth, Christoph (2024) A slighly deeper dive into minimal reservoir computing. Dynamics Days Europe 2024, 2024-07-28 - 2024-08-02, Bremen, Deutschland. Volltext nicht online.

Maas, Patrick (2023) Automatisierte Klassifikation von Bauteilen: Verfahrensentwicklung und Anwendung. Bachelor's, Hochschule Koblenz. Volltext nicht frei.

Mann, Jendrik (2024) Feature-orientierte Entwicklung von Raumfahrzeugen. Master's, Carl von Ossietzky Universität Oldenburg. Volltext nicht online.

Mischnick, David and Knake-Langhorst, Sascha and Schleimer, Anna and Hofmann, Lenny (2024) Europäisches Daten- und Diensteökosystem für KI-basierte Anwendungen. ATZ Automobiltechnische Zeitschrift (10), pp. 60-64. Springer. ISSN 0001-2785.

Mut, Ryan and Sauter, Gerald and Kees, Yannick and Köster, Frank and Hallerbach, Sven (2024) Adaptive Operational Design Domain. Safetronic -International Conference on Holistic Safety for Road Vehicles, 2024-11-13 - 2024-11-14, Stuttgart, Germany.

Müller, Tobias and Stäbler, Maximilian and Gascon, Hugo and Köster, Frank and Matthes, Florian (2023) SoK: Assessing the State of Applied Federated Machine Learning. Cornell University. [Other]

Nakano, Tamon and Baur, Christoph and Räth, Christoph (2024) High Dimensional Hybrid Reservoir Computing. In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Volltext nicht online.

Nichting, Matthias and Heß, Daniel and Köster, Frank (2024) Maneuver-Level Cooperation of Automated Vehicles. In: Cooperatively Interacting Vehicles Springer Cham. pp. 277-301. doi: 10.1007/978-3-031-60494-2_10. ISBN 978-3-031-60493-5. Volltext nicht frei.

Nichting, Matthias and Lobig, Thomas and Köster, Frank (2021) Case Study on Gap Selection for Automated Vehicles Based on Deep Q-Learning. In: 2021 International Conference on Artificial Intelligence and Computer Science Technology, ICAICST 2021. 2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST), 2021-06-29 - 2021-06-30, Yogyakarta, Indonesia. doi: 10.1109/ICAICST53116.2021.9497818. ISBN 978-1-66542-404-2. Volltext nicht online.

Prosperino, Davide (2022) Estimating Parameters of Governing Equations of Non-Linear Systems from Data Using Synchronisation and Machine Learning. Master's, Ludwig-Maximilians-Universität.

Prosperino, Haochun and Ma, Haochun and Räth, Christoph (2024) Analyzing phase transitions in minimal reservoir computers. In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Volltext nicht online.

Reif, Aliza (2024) The Image Scaling Attack and Unveiling its Risks in Traffic Sign Classification. Other. Student thesis. Radboud Uni. (Unpublished)

Rieser, Hans-Martin (2024) Tensor Networks for (Quantum) Machine Learning. 4th IQTN Plenary Meeting, 2024-01-24 - 2024-01-26, Glasgow, UK.

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Räth, Christoph and Baur, Sebastian (2022) Predicting high-dimensional heterogeneous time series employing generalized local states. Dynamics Days Europe 2022, 2022-08-22 - 2022-08-26, Aberdeen, Schottland. Volltext nicht online.

Räth, Christoph and Steinegger, Joel and Fischbach, Fabian (2023) Neuromorphic Quantum Computing for Prediction and Optimization (NeMoQC). Applications of Quantum Computing, 2023-07-10 - 2023-07-11, Garching, Deutschland. (Unpublished)

Shen, Yanzheng (2022) AI-based Wave Prediction in Complex Plasmas. Master's, Ludwig-Maximilians-Universität.

Spengler, Christian and Maikranz, Erik and Glatz, Bernhard and Klatt, Michael Andreas and Heintz, Hannah and Bischoff, Markus and Santen, Ludger and Fery, Andreas and Jacobs, Karin (2024) The adhesion capability of Staphylococcus aureus cells is heterogeneously distributed over the cell envelope. Soft Matter, 20 (3), pp. 484-494. Royal Society of Chemistry. doi: 10.1039/D3SM01045G. ISSN 1744-683X.

Sprockhoff, Jasper and Gupta, Siddhartha and Durak, Umut and Krüger, Thomas (2024) Scenario-Based Synthetic Data Generation for an AI-based System Using a Flight Simulator. In: AIAA SciTech 2024 Forum. AIAA SCITECH 2024 Forum, 2024-01-08 - 2024-01-12, Orlando, USA. doi: 10.2514/6.2024-1462. ISBN 978-162410711-5. Volltext nicht frei.

Sprockhoff, Jasper and Lukic, Bojan and Janson, Vincent Josef and Gupta, Siddhartha and Ahlbrecht, Alexander and Durak, Umut and Krüger, Thomas (2023) Model-Based Systems Engineering for AI-Based Systems. In: AIAA SciTech 2023 Forum. AIAA SciTech 2023 Forum, 2023-01-23 - 2023-01-27, National Harbor, MD, USA. doi: 10.2514/6.2023-2587. ISBN 978-162410699-6. Volltext nicht online.

Standke, Julia (2024) Konzeptionierung und praktische Umsetzung von Demonstrator-Szenarien auf einer Roboterplattform. Other, Hochschule Furtwangen. Volltext nicht frei.

Stefani, Thomas and Anilkumar Girija, Akshay and Mut, Ryan and Hallerbach, Sven and Krüger, Thomas (2023) From the Concept of Operations towards an Operational Design Domain for safe AI in Aviation. Deutsche Gesellschaft für Luft- und Raumfahrt - Lilienthal-Oberth e.V.. DLRK 2023, 2023-09-19 - 2023-09-21, Stuttgart. (In Press) Volltext nicht frei.

Stefani, Thomas and Christensen, Johann Maximilian and Girija, Akshay Anilkumar and Gupta, Siddhartha and Durak, Umut and Köster, Frank and Krüger, Thomas and Hallerbach, Sven (2024) Automated Scenario Generation from Operational Design Domain Model for Testing AI-Based Systems in Aviation. CEAS Aeronautical Journal. Springer. doi: 10.1007/s13272-024-00772-4. ISSN 1869-5590.

Stefani, Thomas and Christensen, Johann Maximilian and Hoemann, Elena and Girija, Akshay Anilkumar and Köster, Frank and Krüger, Thomas and Hallerbach, Sven (2024) Applying Model-Based System Engineering and DEVOPS on the implementation of an AI-based collision avoidance system. In: 34th Congress of the International Council of the Aeronautical Sciences, ICAS 2024. DGLR. 34th Congress of the International Council of the Aeronautical Sciences, 2024-09-09 - 2024-09-13, Florence, Italy. ISSN 2958-4647. Volltext nicht frei.

Stefani, Thomas and Deligiannaki, Fotini and Berro, Charles and Jameel, Mohsan and Hunger, Robert and Bruder, Carmen and Krüger, Thomas (2023) Applying the Assessment List for Trustworthy Artificial Intelligence on the development of AI supported Air Traffic Controller Operations. In: 42nd IEEE/AIAA Digital Avionics Systems Conference, DASC 2023. Digital Avionics Systems Conference. DASC 2023, 2023-10-01 - 2023-10-05, Barcelona. doi: 10.1109/DASC58513.2023.10311323. ISBN 979-835033357-2. ISSN 2155-7195. Volltext nicht frei.

Stefani, Thomas and Jameel, Mohsan and Gerdes, Ingrid and Hunger, Robert and Bruder, Carmen and Hoemann, Elena and Christensen, Johann Maximilian and Girija, Akshay Anilkumar and Köster, Frank and Krüger, Thomas and Hallerbach, Sven (2024) Towards an Operational Design Domain for Safe Human-AI Teaming in the Field of AI-Based Air Traffic Controller Operations. In: 43rd AIAA DATC/IEEE Digital Avionics Systems Conference, DASC 2024. IEEE. 43rd IEEE/AIAA Digital Avionics Systems Conference (DASC), 2024-09-29 - 2024-10-03, San Diego, CA, USA. doi: 10.1109/DASC62030.2024.10749684. ISBN 979-835034961-0. ISSN 2155-7195. Volltext nicht frei.

Steffens, Lars and Ramirez Agudelo, Oscar Hernan (2024) Data Quality as a Development Aspect of Save AI. HelmholtzAI Conference 2024, 2024-06-12 - 2024-06-14, Düsseldorf, Deutschland. Volltext nicht frei.

Steinegger, Joel (2024) Optimization of Quantum Reservoir Computing for Small Quantum Systems. Master's.

Steinegger, Joel and Räth, Christoph (2025) Predicting three-dimensional chaotic systems with four qubit quantum systems. Scientific Reports, 15 (1). Nature Publishing Group. doi: 10.1038/s41598-025-87768-0. ISSN 2045-2322.

Stepien, Leonard (2024) System Configuration to Enhance Co-Simulation for Decision Support. Dissertation, Carl von Ossietzky Universität Oldenburg. Volltext nicht online.

Strecker, Katharina and Behrends, Holger and Frey, Ulrich and Frison, Lilli and Paetzold, Ulrich and Ramirez Agudelo, Oscar Hernan (2024) KI als Beschleunigerin der Energiewende. FVEE Jahrestagung 2024, 2024-10-08 - 2024-10-09, Berlin. Volltext nicht online.

Stäbler, Maximilian (2023) Präsentation über aktuellen Stand in TP-X. Gaia-X 4 KI Halbzeitevent, 2023-03-01, Germany. (Unpublished) Volltext nicht online.

Stäbler, Maximilian and Guggenberger, Tobias and Wang, DanDan and Mrasek, Richard and Köster, Frank and Langdon, Christoph (2024) Speaking the same language or automated translation? Designing semantic interoperability tools for Data Spaces. In: 20th International Conference on Web Information Systems and Technologies, WEBIST 2024, pp. 209-217. SciTePress. WEBIST 2024, 2024-11-17 - 2024-11-19, Porto, Portugal. doi: 10.5220/0012916700003825. ISBN 978-989758718-4. ISSN 2184-3252.

Stäbler, Maximilian and Köster, Frank and Schluter-Langdon, Christoph (2023) Towards solving ontological dissonance using network graphs. AIS eLibrary. AMCIS 2023, 2023-08-10 - 2023-08-12, Panama City, Panama.

Stäbler, Maximilian and Köster, Frank and Schluter-Langdon, Christoph and Müller, Tobias (2024) Why an Automated, Scalable and Resilient Service for Semantic Interoperability is Needed. In: SCITEPRESS Digital Library. SCITEPRESS Digital Library. ICAART 2024, 2024-02-24 - 2024-02-26, Rom, Italien.

Stäbler, Maximilian and Moosmann, Paul and Dittmer, Patrick and Wang, DanDan and Lange, Christoph and Köster, Frank (2024) Semantic Data Link: Bridging Domain-Specific Needs with Universal and Interoperable Semantic Models. In: The Semantic Web : 21st International Conference, ESWC 2024. Springer Cham. ESWC 2024, 2024-05-26 - 2024-05-30, Kreta, Griechenland. doi: 10.1007/978-3-031-60626-7. ISBN 978-3-031-60626-7. ISSN 0302-9743. (In Press)

Stäbler, Maximilian and Müller, Tobias and Köster, Frank and Langdon, Christoph (2024) Trust the Data You Use: Scalability Assurance Forms (SAF) for a Holistic Quality Assessment of Data Assets in Data Ecosystems. In: 20th International Conference on Web Information Systems and Technologies, WEBIST 2024, pp. 199-208. SciTePress. WEBIST 2024, 2024-11-17 - 2024-11-19, Porto, Portugal. doi: 10.5220/0012915900003825. ISBN 978-989758718-4. ISSN 2184-3252.

Stäbler, Maximilian and Turnbull, Steffen (2023) Institute for AI safety & security, Gaia-X 4 FM & Catena-X Internationalization. Round table meeting for Data Society IEEE, 2023-02-06 - 2023-02-08, Brussels. (Unpublished) Volltext nicht online.

Stäbler, Maximilian and Turnbull, Steffen (2023) Gaia-X 4 Future Mobility & Catena-X. Gaia-X 4 Future Mobility & Catena-X, 2023-05-01 - 2023-05-02, Kyoto, Japan. (Unpublished) Volltext nicht online.

Stäbler, Maximilian and Turnbull, Steffen (2023) Mobility Vertical Presentation (Gaia-X). DSBC Gaia-X Event, 2023-05-25 - 2023-05-26, Helsinki, Finland. (Unpublished) Volltext nicht online.

Taba, Robin and Schonlau, Anna Liza and Falkenhain, Joshua and Maas, Patrick and Köster, Frank (2025) From CAD Data to semantic Graphs: A Framework for Classification. ISCS 2025 - Semantic Computing, 2025-02-03 - 2025-02-05, Los Angeles, USA.

Tundis, Andrea and Ramirez Agudelo, Oscar Hernan (2024) Safeguarding Critical Infrastructures with Digital Twins and AI. In: 23rd International Conference on Modelling and Applied Simulation, MAS 2024. 23rd International Conference on Modelling and Applied Simulation (MAS 2024), 2024-09-18 - 2024-09-20, Tenerife, Spain. doi: 10.46354/i3m.2024.mas.010. ISBN 979-128198801-9. ISSN 2724-0037.

Unruh, Johannes and Stolz, Tarek and Lanz, Martin and Heinrich, Florian and Franke, Benedikt (2024) Federated Learning Demonstrator Frontend (Version 1.0.1). GitHub. [Other] Volltext nicht online.

Vogt, Julian (2024) Aligning Large Language Models During Inference Time. Master's, Ruhr-Universität Bochum.

Walocha, Fabian and Ihme, Klas and Köster, Frank (2024) Leveraging Interactive Preference Learning to Guide Participatory Design Sessions. Human Factors and Ergonomics Society Europe Chapter Annual Meeting 2024, 2024-04-17 - 2024-04-19, Lübeck, Deutschland. Volltext nicht frei.

Werner, Friedrich (2025) Ensuring the Trustworthy Development of AI-Based Applications Compatible to Future EASA Regulations. Master's, Ulm University of Applied Sciences.

Winkler, Marcus (2023) Machine Learning based Reproduction of Thermoacoustic Oscillations. Master's, Ludwig-Maximilians-Universität.

Zheng, Yuanjian and Klatt, Michael Andreas and Löwen, Hartmut (2024) Universal hyperuniformity in active field theories. Physical Review Research, 6 (3), L032056-1. American Physical Society. doi: 10.1103/PhysRevResearch.6.L032056. ISSN 2643-1564.