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2. Machine Learning Methods for the Design and Operation of Liquid Rocket Engines -- Research Activities at the DLR Institute of Space Propulsion

3. Early Detection of Thermoacoustic Instabilities in a Cryogenic Rocket Thrust Chamber using Combustion Noise Features and Machine Learning

4. Multidisciplinary Design Optimization of Reusable Launch Vehicles for Different Propellants and Objectives

5. A Reinforcement Learning Approach for Transient Control of Liquid Rocket Engines

6. Heat Transfer Prediction for Methane in Regenerative Cooling Channels with Neural Networks

9. Turbopump Parametric Modelling and Reliability Assessment for Reusable Rocket Engine Applications.

10. Early detection of combustion instabilities in liquid rocket engines: Assessment of statistical, recurrence, and fractal analyses for sub- and supercritical pressure conditions.

11. Experimental Investigation of Injection-Coupled High-Frequency Combustion Instabilities

12. Efficient Handling of Cryogenic Equation of State for the Simulation of Rocket Combustion Chambers

30. On the Identification of Critical High-Frequency Modes and Resonator Impacts in a Gas Turbine Combustion Chamber

32. Impact of shear-coaxial injector hydrodynamics on high-frequency combustion instabilities in a representative cryogenic rocket engine

33. Flame dynamics of an injection element operated with LOX/H2, LOX/CNG and LOX/LNG in a sub- and supercritical rocket combustor with large optical access.

37. Combustion Chamber Fatigue Life Analysis for Reusable Liquid Rocket Engines (LREs)

38. Parametric Optimization of Turbopump for Reusable Rocket Engine (RRE) Applications

43. Experimental Investigation of Flame Anchoring Behavior in a LOX/LNG Rocket Combustor.

44. Numerical Turbine Blade Fatigue Life Analysis for Reusable Liquid Rocket Engines (LREs) Applications

47. Experimental and Numerical Investigation of Heat Transfer Processes in Rocket Engine Cooling Channels Operated with Cryogenic Hydrogen and Methane at Supercritical Conditions

49. Analysis and Improvement of Rocket Engine Combustion Stability Simulations

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