elib – Publications of DLR
Here you will find our latest publications. You can also access all of the Institute's scientific publications on the DLR Publication Server (eLib). You can filter and refine your search using various criteria.
Publications
Authors | Publications 2024 |
|---|---|
Gross, Markus Raulf, Arne Peter Räth, Christoph | 25.07.2025 Physical Review Research, 6 (3), 033103-1. American Physical Society. doi: 10.1103/PhysRevResearch.6.033103. ISSN 2643-1564. |
Brucke, Karoline Schmitz, Simon Köglmayr, Daniel Baur, Sebastian Räth, Christoph Ansari, Esmail Klement, Peter | Benchmarking Reservoir Computing for Residential Energy Demand Forecasting. 01.07.2024 Energy and Buildings, 314 (114236). Elsevier. doi: 10.1016/j.enbuild.2024.114236. ISSN 0378-7788. |
Steffens, Lars Ramirez Agudelo, Oscar Hernan | Data Quality as a Development Aspect of Save AI. 12.-14.06.2024 HelmholtzAI Conference 2024, 2024-06-12 - 2024-06-14, Düsseldorf, Germany. Full text not available. |
Kees, Yannick Köster, Frank Hallerbach, Sven | Safety-by-Design for Deep Learning Methods at the Example of Autonomous Driving. 12.-14.06.2024 Helmholtz AI Conference 2024, 2024-06-12 - 2024-06-14, Düsseldorf, Germany (not published) |
Collischon, Caroline Klatt, Michael A. Banday, Anthony J. Sasaki, Manami Räth, Christoph | Morphometry on the sphere: Cartesian and irreducible Minkowski tensors explained and implemented. 03.06.2024 Communications Physics, 7 (1), Seiten 1-10. Springer Nature. doi: 10.1038/s42005-024-01751-1. ISSN 2399-3650. |
Stäbler, Maximilian Moosmann, Paul Dittmer, Patrick Wang, DanDan Lange, Christoph Köster, Frank | Semantic Data Link: Bridging Domain-Specific Needs with Universal and Interoperable Semantic Models. 26.-30.05.2024 In: The Semantic Web : 21st International Conference, ESWC 2024. Springer Cham. ESWC 2024, 2024-05-26 - 2024-05-30, Crete, Greece. doi: 10.1007/978-3-031-60626-7. ISBN 978-3-031-60626-7. ISSN 0302-9743. (being print) |
Klatt, Michael A. Kim, Jaeuk Gartner, Thomas E. Torquato, Salvatore | 22.05.2024 Journal of Chemical Physics, 160 (20), Seiten 204502-1. American Institute of Physics (AIP). doi: 10.1063/5.0204696. ISSN 0021-9606. Full text not available. |
Walocha, Fabian Ihme, Klas Köster, Frank | Leveraging Interactive Preference Learning to Guide Participatory Design Sessions. 17.-19.04.2024 Human Factors and Ergonomics Society Europe Chapter Annual Meeting 2024, 2024-04-17 - 2024-04-19, Lübeck, Germany. Full text not available. |
Prosperino, Davide Ma, Haochun Räth, Christoph | Analyzing phase transitions in minimal reservoir computers. 18.-22.03.2024 In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Full text not online. |
Nakano, Tamon Baur, Sebastian Räth, Christoph | High Dimensional Hybrid Reservoir Computing. 18.-22.03.2024 In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Full text not online. |
Ma, Haochun Prosperino, Davide Räth, Christoph | 18.-22.03.2024 In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Full text not online. |
Herteux, Joschka Räth, Christoph Baha, Amine Martini, Giulia Piovani, Duccio | Forecasting Food Security with Reservoir Computing. 18.-23.03.2024 In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Full text not online. |
Köglmayr, Daniel Räth, Christoph | 18.-23.03.2024 In: Verhandlungen der DPG. DPG Frühjahrestagung, 2024-03-18 - 2024-03-22, Berlin, Deutschland. Full text not online. |
Stäbler, Maximilian Köster, Frank Schlüter-Langdon, Christoph Müller, Tobias | Why an Automated, Scalable and Resilient Service for Semantic Interoperability is Needed. 24.-26.02.2024 In: SCITEPRESS Digital Library. SCITEPRESS Digital Library. ICAART 2024, 2024-02-24 - 2024-02-26, Rom, Italien. |
Rieser, Hans-Martin | Tensor Networks for (Quantum) Machine Learning. 24.-26.01.2024 4th IQTN Plenary Meeting, 2024-01-24 - 2024-01-26, Glasgow, UK. |
Hanke, Felix Unruh, Johannes Karl, Michael Köster, Frank | Secure Dataspace Approach for Interorbital Satellite Links. 08.-12.01.2024 In: AIAA Scitech 2024 Forum. AIAA. AIAA SCITECH 2024 Forum, 2024-01-08 - 2024-01-12, Orlando, Florida. doi: 10.2514/6.2024-0269. ISSN AIAA 2024-0269. Full text not available. |
Sprockhoff, Jasper Gupta, Siddhartha Durak, Umut Krüger, Thomas | Scenario-Based Synthetic Data Generation for an AI-based System Using a Flight Simulator. 08.-12.01.2024 AIAA SCITECH 2024 Forum, 2024-01-08 - 2024-01-12, Orlando, USA. doi: 10.2514/6.2024-1462. Full text not available. |
Köglmayr, Daniel Räth, Christoph | 04.01.2024 Scientific Reports. Nature Publishing Group. doi: 10.1038/s41598-023-50726-9. ISSN 2045-2322. |
Spengler, Christian Maikranz, Erik Glatz, Bernhard Klatt, Michael Andreas Heintz, Hannah Bischoff, Markus Santen, Ludger Fery, Andreas Jacobs, Karin | Januar 2024 Soft Matter, 20 (3), Seiten 484-494. Royal Society of Chemistry. doi: 10.1039/D3SM01045G. ISSN 1744-683X. |
Authors | Publications 2023 |
|---|---|
Ma, Haochun | Causal Decomposition of Complex Systems & Prediction of Chaos using Machine Learning. 30.11.2023 Dissertation, Ludwig-Maximilians-University |
Kees, Yannick Sauter, Gerald Mut, Ryan Franke, Benedikt Köster, Frank Hallerbach, Sven | ODD-based Health Monitoring and Predictive Maintenance of Degrading Vehicle Functionality. 07.11.2023 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. Full text not available. |
Karl, Michael | Artificial Intelligence - Safety and Security. 18.10.2023 2nd AEROSPACE INNOVATION DAY, 2023-10-18, Berlin. Full text not available. |
Duncan, Dennis Räth, Christoph | Optimizing the combination of data-driven and model-based elements in hybrid reservoir computing. 06.10.2023 Chaos, 33. American Institute of Physics (AIP). doi: 10.1063/5.0164013. ISSN 1054-1500. |
Hickmann, Manuel Lautaro Raulf, Arne Peter Köster, Frank Schwenker, Friedhelm Rieser, Hans-Martin | Potential analysis of a Quantum RL controller in the context of autonomous driving. 04.-06.10.2023 In: 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2023, Seiten 263-268. Ciaco - i6doc.com. ESANN ( European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning) 2023, 4-6 October 2023, Bruges, Belgium. doi: 10.14428/esann/2023.ES2023-22. ISBN 978-2-87587-088-9. |
Stefani, Thomas Deligiannaki, Fotini Berro, Charles Jameel, Mohsan Hunger, Robert Bruder, Carmen Krüger, Thomas | 01.-05.10.2023 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. Full text not available. |
Hasler, David Lange, Markus | Degenerate pertubation theory for models of quantum field theory with symmetries 03.10.2023 Annales Henri Poincaré. Springer Nature. doi: 10.1007/s00023-023-01359-1. ISSN 1424-0637. |
Klatt, Michael Andreas Winter, Steffen | Almost sure convergence and second moments of geometric functionals of fractal percolation. 27.09.2023 Advances in Applied Probability, Seiten 1-33. Cambridge University Press. doi: 10.1017/apr.2023.48. ISSN 0001-8678. |
Stefani, Thomas Anilkumar Girija, Akshay Mut, Ryan Hallerbach, Sven Krüger, Thomas | From the Concept of Operations towards an Operational Design Domain for safe AI in Aviation. 19.-21.09.2023 Deutsche Gesellschaft für Luft- und Raumfahrt - Lilienthal-Oberth e.V.. DLRK 2023, 2023-09-19 - 2023-09-21, Stuttgart. (being printed) Full text not available. |
Karl, Michael | KI Sicherheit - Sichere und zuverlässige Systeme erstellen. 07.09.2023 Lionsclub Treffen, 07.09.2023, Rheinbach. Full text not available. |
Fischer, Martin Köster, Frank Mosebach, Henning Hajo | PEGASUS Project Family Perspective – Supporting the release of Automated Driving in Europe. 06.-08.09.2023 Driving Simulation Conference 2023, 6.-8. Sep. 2023, Antibes, Frankreich. |
Baur, Sebastian Räth, Christoph Duncan, Dennis | Predicting Complex Time Series Using Knowledge Based Hybrid Reservoir Computing. 03.-08.09.2023 Dynamic Days Europe 2023, 2023-09-03 - 2023-09-08, Naples, Italy. |
Rieser, Hans-Martin Köster, Frank Raulf, Arne Peter | Tensor networks for quantum machine learning. 19.08.2023 Proceedings of the Royal Society a-Mathematical Physical and Engineering Sciences, 479 (2275). The Royal Society. doi: 10.1098/rspa.2023.0218. ISSN 1364-5021. |
Stäbler, Maximilian Köster, Frank Schluter-Langdon, Christoph | Towards solving ontological dissonance using network graphs 10.-12.08.2023 AIS eLibrary. AMCIS 2023, 10-12.08.2023, Panama City, Panama. |
Ma, Haochun Prosperino, Davide Räth, Christoph | A novel approach to minimal reservoir computing. 10.08.2023 Scientific Reports, 13, Seite 12970. Nature Publishing Group. doi: 10.1038/s41598-023-39886-w. ISSN 2045-2322. |
Müller, Tobias Stäbler, Maximilian Gascon, Hugo Köster, Frank Matthes, Florian | SoK: Assessing the State of Applied Federated Machine Learning. 03.08.2023 Cornell University. [other publication] |
Jex, Michal Hundertmark, Dirk Lange, Markus | Quantum systems at the brink: existence of bound states, critical potentials, and dimensionality. 17.07.2023 Forum of Mathematics, Sigma, 11. Cambridge University Press. doi: 10.1017/fms.2023.39. ISSN 2050-5094. |
Räth, Christoph Steinegger, Joel Fischbach, Fabian | Neuromorphic Quantum Computing for Prediction and Optimization (NeMoQC). 10.-11.07.2023 Applications of Quantum Computing, 10.-11. Juli 2023, Garching, Deutschland. (not published) . |
Karl, Michael | KI Sicherheit - Sichere und zuverlässige Systeme erstellen. 04.07.2023 [other publication] Full text not online. |
Hasler, David Lange, Markus | Symmetries in non-relativistic quantum electrodynamics. 29.06.2023 Reviews in Mathematical Physics. World Scientific. doi: 10.1142/S0129055X23500186. ISSN 0129-055X. |
Karl, Michael Köster, Frank | Intermodal Mobility. 27.06.2023 [other publication] |
Köglmayr, Daniel Räth, Christoph | A fast reservoir computing based image encryption algorithm. 18.-23.06.2023 International Joint Conference on Neural Networks (IJCNN), 18.-23. Juni 2023, Gold Coast, Australien. doi: 10.1109/IJCNN54540.2023.10191083. Full text not available. |
Haluszczynski, Alexander Köglmayr, Daniel Räth, Christoph | 18.-23.06.2023 IEEE. International Joint Conference on Neural Networks (IJCNN), 18.-23. Juni 2023, Gold Coast, Australien. doi: 10.1109/IJCNN54540.2023.10191257. Full text not available. |
Bajaj, Prapti Ivlev, Alexei Räth, Christoph Schwabe, Mierk | Studying turbulence in a fluid with background damping. 20.06.2023 Physical Review E, 107, 064603. American Physical Society. doi: 10.1103/PhysRevE.107.064603. ISSN 2470-0045 |
Ma, Haochun Prosperino, Davide Haluszczynski, Alexander Räth, Christoph | Efficient forecasting of chaotic systems with block-diagonal and binary reservoir computing. 12.06.2023 Chaos. American Institute of Physics (AIP). doi: 10.1063/5.0151290. ISSN 1054-1500. Full text not available. |
Stäbler, Maximilian Turnbull, Steffen | Mobility Vertical Presentation (Gaia-X). 25.-26.05.2023 DSBC Gaia-X Event, 25-26 Mai 2023, Helsinki, Finland. (not published) Full text not online. |
Stäbler, Maximilian Turnbull, Steffen | Gaia-X 4 Future Mobility & Catena-X. 01.-02.05.2023 Gaia-X 4 Future Mobility & Catena-X, 1-2 Mai 2023, Kyoto, Japan. (not published) Full text not online. |
Köster, Frank Stäbler, Maximilian | Gaia-X Presentation & Panel Discussion. 29.-30.04.2023 G7 Summit Takasaki, Japan, 29-30 April 2023, Takasaki, Japan. (not published) Full text not online. |
Köster, Frank Stäbler, Maximilian | Panel Diskussion Gaia-X 4 Future Mobility. 19.04.2023 Hannover Messe, 17-21 April 2023, Hannover, Germany. (not published) Full text not online. |
Heilmann, Oliver | Multifunctional Echo State Networks: Effects of Topology and Memory on the Reconstruction of Chaotic Attractors. 19.03.2023 Master-Thesis, Ludwig-Maximilians-University |
Ma, Haochun Haluszczynski, Alexander Prosperino, Davide Räth, Christoph | Causalities and their Drivers in Synthetic and Financial Data. 15.-17.03.2023 Nonlinear Data Analysis and Modeling: Advances, Applications, Perspectives, 15.-17. März b2023, Potdsam, Germany. (not published) |
Köster, Frank | Präsentation Gaia-X 4 Future Mobility. 14.03.2023 Market-X Conference, 13-14 März 2023, Vienna, Austria. (not published) Full text not online. |
Stäbler, Maximilian | Präsentation über aktuellen Stand in TP-X. 01.03.2023 Gaia-X 4 KI Midterm-Event, 01.03.2023, Germany. (not published) Full text not online. |
Le, Duc Hai Ihme, Klas Köster, Frank | 22.-24.02.2023 Open Access Science in Human Factors Engineering and Human Centered Computing. IHSI 2023 International Conference, 22.-24. Feb. 2023, Venedig, Italien. doi: 10.54941/ahfe1002814. ISBN 978-1-958651-45-2. ISSN 2771-0718 |
Duncan, Dennis | Interpreting Reservoir Computing with PCA and Exploring Physics-Informed RC. 08.02.2023 Master-Thesis, Ludwig-Maximilians-University |
Stäbler, Maximilian Turnbull, Steffen | Institute for AI safety & security, Gaia-X 4 FM & Catena-X Internationalization. 06.02.2023 Round table meeting for Data Society IEEE, Brussels. (not published) Full text not online. |
Sprockhoff, Jasper Lukic, Bojan Janson, Vincent Josef Gupta, Siddhartha Ahlbrecht, Alexander Durak, Umut Krüger, Thomas | Model-Based Systems Engineering for AI-Based Systems. 19.01.2023 AIAA SciTech 2023 Forum, 23.-27. Jan. 2023, National Harbor, MD, USA. doi: 10.2514/6.2023-2587. Full text not online |
Authors | Publications 2022 |
|---|---|
Anilkumar Girija, Akshay Stefani, Thomas Mut, Ryan Krüger, Thomas Durak, Umut | Using operational design domain for safe AI in urban air mobility. 29.-30.11.2022 ASAM International Conference 2022, 29.Nov. - 30.Nov.2022, Dresden, Germany. Full text not available. |
Ma, Haochun Haluszczynski, Alexander Prosperino, Davide Räth, Christoph | Identifying causality drivers and deriving governing equations of nonlinear complex systems. 31.10.2022 Chaos, 32, Seite 103128. American Institute of Physics (AIP). doi: 10.1063/5.0102250. ISSN 1054-1500. Full text not available. |
Klitzke, Lars Gimm, Kay Koch, Carsten Köster, Frank | Extraction and Analysis of Highway On-Ramp Merging Scenarios from Naturalistic Trajectory Data. 08.-12.10.2022 In: IEEE International Conference on Intelligent Transportation Systems, ITSC 2022. IEEE International Conference on Intelligent Transportation Systems, 08. - 12. Okt. 2022, Macau, China. doi: 10.1109/ITSC55140.2022.9922191. |
Räth, Christoph Baur, Sebastian | Predicting high-dimensional heterogeneous time series employing generalized local states. 22.-26.08.2022 Dynamics Days Europe 2022, 22.-26. August 2022, Aberdeen, Schottland. Full text no online. |
Köglmayr, Daniel | Reservoir Computing Based Cryptography and Exploration of the Limits of Multifunctionality in NG-RC. 01.08.2022 Master-Thesis, Ludwig-Maximilians-University |
Feifel, Patrick Bonarens, Frank Franke, Benedikt Raulf, Arne Peter Köster, Frank Schwenker, Friedhelm | Revisiting the Evaluation of Deep Neural Networks for Pedestrian Detection. 23.07.2022 In: 2022 Workshop on Artificial Intelligence Safety, AISafety 2022. AISafety & IJCAI-ECAI-2022, 23.-29.07.2022, Wien, Österreich. ISSN 1613-0073. Full text not online. |
Flynn, Andrew Heilmann, Oliver Köglmayr, Daniel Tsachouridis, Vassilios Räth, Christoph Amann, Andreas | Exploring the limits of multifunctionality across different reservoir computers. 18.-23.07.2022 In: 2022 International Joint Conference on Neural Networks (IJCNN). IEEE. 2022 International Joint Conference on Neural Networks (IJCNN), 18.-23. Juli 2022, Padua, Italien. doi: 10.1109/IJCNN55064.2022.9892203. Full text not available. |
Prosperino, Davide | Estimating Parameters of Governing Equations of Non-Linear Systems from Data Using Synchronisation and Machine Learning. 15.06.2022 Master-Thesis, Ludwig-Maximilians-University |
Hickmann, M. Lautaro | Reinforcement learning with variational quantum algorithms for trajectory planning. 30.05.2022 Master-Thesis, University Ulm. |
Karl, Michael | Enabler Data Standards. 19.05.2022 Gaia-X Mobility Data Space Event, 19.05.2022, Virtal. Full text not online. |
Leonard, Stepien Köster, Frank | Flexible Model Exchange in Modelling Smart Mobility by Using Domain Ontologies. 25.-28.04.2022 IEEE International Systems Conference, SysCon 2022, 25.-28. April 2022, Montreal, Kanada. doi: 10.1109/SysCon53536.2022.9773837. Full text not online. |
Shen, Yanzheng | AI-based Wave Prediction in Complex Plasmas. 21.04.2022 Master-Thesis, Ludwig-Maximilians-University |
Hallerbach, Sven Eberle, Ulrich Köster, Frank | 01.02.2022 Schweizerische Akademie der Technischen Wissenschaften (SATW). doi: 10.5281/zenodo.5907154. Full text not online. |
Authors | Publications 2021 |
|---|---|
Klitzke, Lars Koch, Carsten Haja, Andreas Köster, Frank | Vehicle Data Management System for Scenario-Based Validation of Automated Driving Functions. 30.01.2021 Communications in Computer and Information Science, 1217, Seiten 342-362. Springer. doi: 10.1007/978-3-030-68028-2_16. ISSN 1865-0929. Full text not available. |
Nichting, Matthias Lobig, Thomas Köster, Frank | Case Study on Gap Selection for Automated Vehicles Based on Deep Q-Learning. 29.-30.06.2021 In: 2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST). 2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST), 29.-30. Jun. 2021, Yogyakarta, Indonesia. doi: 10.1109/ICAICST53116.2021.9497818. Full text not available. |