Emulator embedded neural networks for multi-fidelity conceptual design exploration of hypersonic vehicles
Atticus J. Beachy, Harok Bae, Ian M. Boyd, Ramana V. Grandhi
Topics & Concepts
OverfittingFidelityArtificial neural networkComputer scienceSurrogate modelMachine learningArtificial intelligenceHigh fidelityData-drivenDependency (UML)Computer engineeringEngineeringElectrical engineeringTelecommunicationsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignAdvanced Multi-Objective Optimization Algorithms