Heat Transfer Prediction for Methane in Regenerative Cooling Channels with Neural Networks. - Günther Waxenegger-Wilfing; Kai Dresia; Jan Christian Deeken; Michael Oschwald (CoRR, 2019)

Multidisciplinary Design Optimization of Reusable Launch Vehicles for Different Propellants and Objectives. - Kai Dresia; Simon Jentzsch; Günther Waxenegger-Wilfing; Robson Hahn; Jan Christian Deeken; Michael Oschwald; Fabio Mota (CoRR, 2020)

Early Detection of Thermoacoustic Instabilities in a Cryogenic Rocket Thrust Chamber using Combustion Noise Features and Machine Learning. - Günther Waxenegger-Wilfing; Ushnish Sengupta; Jan Martin; Wolfgang Armbruster; Justin Hardi; Matthew P. Juniper; Michael Oschwald (CoRR, 2020)

Machine Learning Methods for the Design and Operation of Liquid Rocket Engines - Research Activities at the DLR Institute of Space Propulsion. - Günther Waxenegger-Wilfing; Kai Dresia; Jan Christian Deeken; Michael Oschwald (CoRR, 2021)

Forecasting Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Multimodal Bayesian Deep Learning. - Ushnish Sengupta; Günther Waxenegger-Wilfing; Jan Martin; Justin Hardi; Matthew P. Juniper (CoRR, 2021)

A Reinforcement Learning Approach for Transient Control of Liquid Rocket Engines. - Günther Waxenegger-Wilfing; Kai Dresia; Jan Christian Deeken; Michael Oschwald (IEEE Trans. Aerosp. Electron. Syst., 2021)

Leveraging Causal Information for Multivariate Timeseries Anomaly Detection. - Lukas Heppel; Andreas Gerhardus; Ferdinand Rewicki; Jan Christian Deeken; Günther Waxenegger-Wilfing (DX, 2024)

Property Learning-Based Fault Detection for Liquid Propellant Rocket Engine Control Systems. - Andrea Urgolo; Ingo Pill; Günther Waxenegger-Wilfing; Manuel Freiberger (DX, 2024)

Revisiting Space Mission Planning: A Reinforcement Learning-Guided Approach for Multi-Debris Rendezvous. - Agni Bandyopadhyay; Günther Waxenegger-Wilfing (CoRR, 2024)

Adaptive satellite attitude control for varying masses using deep reinforcement learning. - Wiebke Retagne; Jonas Dauer; Günther Waxenegger-Wilfing (Frontiers Robotics AI, 2024)