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Kai Dresia
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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
362020
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
232019
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
182021
A reinforcement learning approach for transient control of liquid rocket engines
G Waxenegger-Wilfing, K Dresia, JC Deeken, M Oschwald
arXiv preprint arXiv:2006.11108, 2020
162020
Nonlinear control of an expander-bleed rocket engine using reinforcement learning
K Dresia, G Waxenegger-Wilfing, RH Dos Santos Hahn, JC Deeken, ...
152021
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
142021
Hardware-in-the-loop tests of complex control software for rocket propulsion systems
G Waxenegger-Wilfing, K Dresia, M Oschwald, K Schilling
71th International Astronautical Congress, IAC 2020, 2020
92020
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
62021
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
32021
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
22022
Prediction of Heat Transfer in Methane for Liquid Rocket Engines Using Artificial Neural Networks
K Dresia
MS Thesis, RWTH Aachen Univ., Aachen, Germany, 2018
22018
Intelligent Rocket Engine Control with Reinforcement Learning: Experimental Results of the LUMEN LNG Turbopump Test Campaign
K Dresia, A Adler, G Waxenegger-Wilfing, T Traudt, J Deeken, ...
AIAA SCITECH 2023 Forum, 0137, 2023
2023
AI-Assisted Control Systems for Rocket Engine Test Facilities within the ESA FLAME Program
K Dresia, E Kurudzija, G Waxenegger-Wilfing, H Behler, D Auer, ...
8th Space Propulsion Conference, 2022
2022
LUMEN Evolution for Lunar Lander Propulsion
RH Dos Santos Hahn, MT Gulczynski, E Kurudzija, K Dresia, ...
European Space Agency, 2022
2022
Validierung eines neuronalen Netzes zur Wärmeübergangsvorhersage in Kühlkanälen anhand realistischer Brennkammeranordnungen unter Berücksichtigung von Krümmungseffekten und …
L Jakobs, K Dresia
RWTH Aachen, 2020
2020
AI-Assisted Control Systems for Rocket Engine Test Facilities within the ESA FLAME Program Estoril 2022
K Dresia, E Kurudzija, G Waxenegger-Wilfing, H Behler, D Auer, ...
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