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Dimensionality-reduction-based surrogate models for real-time design space exploration of a jet engine compressor blade

Gregory David Bird, Steven E. Gorrell, John L. Salmon

2021Aerospace Science and Technology24 citationsDOI

Topics & Concepts

Dimensionality reductionSurrogate modelIsomapCurse of dimensionalityNonlinear dimensionality reductionNonlinear systemDiffusion mapComputer scienceArtificial intelligenceMathematicsAlgorithmMachine learningPhysicsQuantum mechanicsAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignOptimal Experimental Design Methods
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