| Heat transfer prediction for methane in regenerative cooling channels with neural networks G Waxenegger-Wilfing, K Dresia, JC Deeken, M Oschwald Journal of Thermophysics and Heat Transfer 34 (2), 347-357, 2020 | 54 | 2020 |
| Numerically efficient fatigue life prediction of rocket combustion chambers using artificial neural networks K Dresia, G Waxenegger-Wilfing, J Riccius, JC Deeken, M Oschwald Proceedings of the 8th European Conference for Aeronautics and Space Sciences, 2019 | 33 | 2019 |
| A reinforcement learning approach for transient control of liquid rocket engines G Waxenegger-Wilfing, K Dresia, J Deeken, M Oschwald IEEE Transactions on Aerospace and Electronic Systems 57 (5), 2938-2952, 2021 | 29 | 2021 |
| Machine Learning Methods for the Design and Operation of Liquid Rocket Engines--Research Activities at the DLR Institute of Space Propulsion G Waxenegger-Wilfing, K Dresia, J Deeken, M Oschwald arXiv preprint arXiv:2102.07109, 2021 | 28 | 2021 |
| Multidisciplinary design optimization of reusable launch vehicles for different propellants and objectives K Dresia, S Jentzsch, G Waxenegger-Wilfing, RD Santos Hahn, J Deeken, ... Journal of Spacecraft and Rockets 58 (4), 1017-1029, 2021 | 26 | 2021 |
| Nonlinear control of an expander-bleed rocket engine using reinforcement learning K Dresia, G Waxenegger-Wilfing, RH Dos Santos Hahn, JC Deeken, ... | 21 | 2021 |
| LUMEN-Design of the Regenerative Cooling System for an Expander Bleed Cycle Engine Using Methane J Haemisch, D Suslov, G Waxenegger-Wilfing, K Dresia, M Oschwald | 17 | 2021 |
| Hardware-in-the-loop tests of complex control software for rocket propulsion systems G Waxenegger-Wilfing, K Dresia, M Oschwald, K Schilling 71st International Astronautical Congress, IAC 2020, 2020 | 9 | 2020 |
| Prediction of Heat Transfer in Methane for Liquid Rocket Engines Using Artificial Neural Networks K Dresia Master’s Thesis, 2018 | 6 | 2018 |
| Development of a test infrastructure for a neural network controlled green propellant thruster T Hörger, K Dresia, G Waxenegger-Wilfing, L Werling, S Schlechtriem 8th Space Propulsion Conference, 2022 | 4 | 2022 |
| Preliminary Investigation of Robust Reinforcement Learning for Control of an Existing Green Propellant Thruster T Hörger, K Dresia, G Waxenegger-Wilfing, LK Werling, S Schlechtriem AIAA Propulsion and Energy 2021 Forum, 3223, 2021 | 4 | 2021 |
| Improved wall temperature prediction for the LUMEN rocket combustion chamber with neural networks K Dresia, E Kurudzija, J Deeken, G Waxenegger-Wilfing Aerospace 10 (5), 450, 2023 | 3 | 2023 |
| Rocket Engine Control with Neural Networks: Experimental Results of the LUMEN Turbopump Test Campaign K Dresia, A Adler, A Saraf, R Hahn, E Kurudzija, T Traudt, J Deeken, ... AIAA SCITECH 2023 Forum, 0137, 2023 | 3 | 2023 |
| Validierung Eines Neuronalen Netzes {zur} Wärmeübergangsvorhersage in Kühlkanälen Anhand Realistischer Brennkammeranordnungen Unter Berücksichtigung von Krümmungseffekten Und … L Jakobs Master’s Thesis, 2020 | 3 | 2020 |
| Design and Control Challenges for the LUMEN LOX/LNG Expander-Bleed Rocket Engine K Dresia, M Börner, W Armbruster, S Klein, T Traudt, D Suslov, J Hardi, ... | 2 | 2023 |
| Investigation of the Chill Down Process in the LUMEN LOX/LNG Demonstrator Engine S Klein, D Suslov, AM Saraf, M Börner, RH Dos Santos Hahn, K Dresia, ... 34th International Symposium on Space Technology and Science ISTS, 2023 | 1 | 2023 |
| Automation of Testing and Fault Detection for Rocket Engine Test Facilities with Machine Learning K Dresia, E Kurudzija, G Waxenegger-Wilfing, H Behler, D Auer, ... International Journal of Energetic Materials and Chemical Propulsion 22 (6), 2023 | 1 | 2023 |
| Experimental and simulative evaluation of a reinforcement learning based cold gas thrust chamber pressure controller T Hörger, L Werling, K Dresia, G Waxenegger-Wilfing, S Schlechtriem Acta Astronautica, 2024 | | 2024 |
| Component Test Results and Project Progress of the DLR Liquid Upper Stage Demonstrator Engine (LUMEN) M Börner, T Traudt, K Dresia, W Armbruster, D Suslov, C Groll, R Hahn, ... AIAA SCITECH 2024 Forum, 1398, 2024 | | 2024 |
| LUMEN: Test Platform for Rocket Engine Technologies. Project Overview and Upcoming Steps in the Development T Traudt, M Börner, D Suslov, W Armbruster, RH Dos Santos Hahn, ... 34th International Symposium on Space Technology and Science ISTS, 2023 | | 2023 |
Günther Waxenegger-WilfingHead of Applied AI research group at DLR Lampoldshausen, Professor at JMU WürzburgVerified email at dlr.de
