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Expensive Black-Box Model Optimization Via a Gold Rush Policy
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The optimization of black-box models is a challenging task owing to the lack of analytic gradient information and structural information about the underlying function, and also due often to significant run times. A common ...
Shortcutting Monte Carlo Uncertainty Propagation Plans With Matched Digital Nets
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Planned uncertainty propagation tasks with Monte Carlo simulation often involve a set of predefined input samples to be propagated through a given model. This article presents a digital net matching scheme that ...
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