elib
DLR-Header
DLR-Logo -> http://www.dlr.de
DLR Portal Home | Imprint | Privacy Policy | Contact | Deutsch
Fontsize: [-] Text [+]

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

Up a level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0
Jump to: A | B | D | F | H | J | K | L | M | N | P | R | S | W
Number of items at this level: 66.

A

  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, 29.Nov. - 30.Nov.2022, Dresden, Germany. Volltext nicht frei. file

B

  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. file

  Baur, Sebastian and Räth, Christoph and Duncan, Dennis (2023) Predicting Complex Time Series Using Knowledge Based Hybrid Reservoir Computing. Dynamic Days Europe 2023, 3-8 Sep 2023, Naples, Italy. file

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

D

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

  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. file

F

  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, 23.-29.07.2022, 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, 6.-8. Sep. 2023, Antibes, Frankreich. file

  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), 18.-23. Juli 2022, Padua, Italien. doi: 10.1109/IJCNN55064.2022.9892203. ISBN 978-1-7281-8671-9. ISSN 2161-4393. file

H

  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), 18.-23. Juni 2023, Gold Coast, Australien. doi: 10.1109/IJCNN54540.2023.10191257. ISBN 978-166548867-9. Volltext nicht frei. file

  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, 08.-12. Jan. 2024, Orlando, Florida. doi: 10.2514/6.2024-0269. ISSN AIAA 2024-0269. Volltext nicht frei. file

  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. file

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

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

  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, 18.-22. März 2024, Berlin, Deutschland. Volltext nicht online.

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

  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, 4-6 October 2023, Bruges, Belgium. doi: 10.14428/esann/2023.ES2023-22. ISBN 978-2-87587-088-9. file

J

  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. file

K

  Karl, Michael (2023) Artificial Intelligence - Safety and Security. 2nd AEROSPACE INNOVATION DAY, 18.10.2023, Berlin. Volltext nicht frei. file

  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, 07.09.2023, Rheinbach. Volltext nicht frei. file

  Karl, Michael (2022) Enabler Data Standards. Gaia-X Mobility Data Space Event, 19.05.2022, Virtuell. Volltext nicht online.

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

  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, 07. Nov 2023, Rom, Italien. ISSN 1613-0073. Volltext nicht frei. file

  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. file

  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, 08. - 12. Okt. 2022, Macau, China. doi: 10.1109/ITSC55140.2022.9922191. ISBN 978-1-6654-6880-0. ISSN 2153-0009. file

  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. file

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

  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. file

  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), 18.-23. Juni 2023, Gold Coast, Australien. doi: 10.1109/IJCNN54540.2023.10191083. ISBN 978-166548867-9. Volltext nicht frei. file

  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, 18.-22. März 2024, Berlin, Deutschland. Volltext nicht online.

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

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

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

L

  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, 22.-24. Feb. 2023, Venedig, Italien. doi: 10.54941/ahfe1002814. ISBN 978-1-958651-45-2. ISSN 2771-0718. file

  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, 25.-28. April 2022, Montreal, Kanada. doi: 10.1109/SysCon53536.2022.9773837. ISBN 978-166543992-3. Volltext nicht online.

M

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

  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, 15.-17. März 2023, Potdsam, Deutschland. (Unpublished) file

  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. file

  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. Volltext nicht frei. file

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

  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. file

  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] file

N

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

  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), 29.-30. Jun. 2021, Yogyakarta, Indonesia. doi: 10.1109/ICAICST53116.2021.9497818. ISBN 978-1-66542-404-2. Volltext nicht online.

P

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

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

R

  Rieser, Hans-Martin (2024) Tensor Networks for (Quantum) Machine Learning. 4th IQTN Plenary Meeting, 24. - 26.1.2024, Glasgow, UK. file

  Rieser, Hans-Martin and Köster, Frank and Raulf, Arne Peter (2023) Tensor networks for quantum machine learning. 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. file

  Räth, Christoph and Baur, Sebastian (2022) Predicting high-dimensional heterogeneous time series employing generalized local states. Dynamics Days Europe 2022, 22.-26. August 2022, 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, 10.-11. Juli 2023, Garching, Deutschland. (Unpublished) file

S

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

  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. file

  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. AIAA SCITECH 2024 Forum, 08.-12. Jan. 2024, Orlando, USA. doi: 10.2514/6.2024-1462. Volltext nicht frei. file

  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. AIAA SciTech 2023 Forum, 23.-27. Jan. 2023, National Harbor, MD, USA. doi: 10.2514/6.2023-2587. Volltext nicht online.

  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, 19.-21. Sep. 2023, Stuttgart. (In Press) Volltext nicht frei. file

  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, 01.-05. Okt. 2023, Barcelona. doi: 10.1109/DASC58513.2023.10311323. ISBN 979-835033357-2. ISSN 2155-7195. Volltext nicht frei. file

  Stäbler, Maximilian (2023) Präsentation über aktuellen Stand in TP-X. Gaia-X 4 KI Halbzeitevent, 01.03.2023, Germany. (Unpublished) Volltext nicht online.

  Stäbler, Maximilian and Köster, Frank and Schluter-Langdon, Christoph (2023) Towards solving ontological dissonance using network graphs. AIS eLibrary. AMCIS 2023, 10-12.08.2023, Panama City, Panama. file

  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, 24-26.02.2024, Rom, Italien. file

  Stäbler, Maximilian and Turnbull, Steffen (2023) Gaia-X 4 Future Mobility & Catena-X. Gaia-X 4 Future Mobility & Catena-X, 1-2 Mai 2023, Kyoto, Japan. (Unpublished) Volltext nicht online.

  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, Brussels. (Unpublished) Volltext nicht online.

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

W

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

This list was generated on Fri Apr 12 20:25:13 2024 CEST.
Browse
Search
Help & Contact
Information
electronic library is running on EPrints 3.3.12
Website and database design: Copyright © German Aerospace Center (DLR). All rights reserved.