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07/01/2021
Forecasting Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Multimodal Bayesian Deep Learning
The 100 MW cryogenic liquid oxygen/hydrogen multi-injector combustor BKD...
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02/14/2021
Machine Learning Methods for the Design and Operation of Liquid Rocket Engines – Research Activities at the DLR Institute of Space Propulsion
The last years have witnessed an enormous interest in the use of artific...
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11/25/2020
Early Detection of Thermoacoustic Instabilities in a Cryogenic Rocket Thrust Chamber using Combustion Noise Features and Machine Learning
Combustion instabilities are particularly problematic for rocket thrust ...
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09/03/2020
Multidisciplinary Design Optimization of Reusable Launch Vehicles for Different Propellants and Objectives
Identifying the optimal design of a new launch vehicle is most important...
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06/19/2020
A Reinforcement Learning Approach for Transient Control of Liquid Rocket Engines
Nowadays, liquid rocket engines use closed-loop control at most near ste...
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07/24/2019
