A component-based reduced-order modeling framework decomposes multi-injector rocket combustors into trainable sub-models that couple to predict combustion dynamics across flow and geometry changes.
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ARCTIC is a hybrid simulation-correction method that uses real-time observations to improve accuracy of precomputed cryogenic fluid forecasts for space systems under changing conditions.
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Component-Based Reduced-Order Modeling Framework for Rocket Combustion Dynamics in Multi-Injector Configurations
A component-based reduced-order modeling framework decomposes multi-injector rocket combustors into trainable sub-models that couple to predict combustion dynamics across flow and geometry changes.
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An Adaptive Real-Time Forecasting Framework for Cryogenic Fluid Management in Space Systems
ARCTIC is a hybrid simulation-correction method that uses real-time observations to improve accuracy of precomputed cryogenic fluid forecasts for space systems under changing conditions.