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math.OC2025
Computational Modeling and Learning-Based Adaptive Control of Solid-Fuel Ramjets
Gohar T. Khokhar, Kyle Hanquist, Parham Oveissi +2
Solid-fuel ramjets offer a compact, energy-dense propulsion option for long-range, high-speed flight but pose significant challenges for thrust regulation due to strong nonlinearit…
math.OC2025
An In-situ Solid Fuel Ramjet Thrust Monitoring and Regulation Framework Using Neural Networks and Adaptive Control
Ryan DeBoskey, Parham Oveissi, Venkat Narayanaswamy +1
Controlling the complex combustion dynamics within solid fuel ramjets (SFRJs) remains a critical challenge limiting deployment at scale. This paper proposes the use of a neural net…