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Dimensionality Reduction in Surrogate Modeling: A Review of Combined Methods

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Surrogate modeling has been popularized as an alternative to full-scale models in complex engineering processes such as manufacturing and computer-assisted engineering. The modeling demand exponentially increases with complexity and number of system parameters... ...