Articles with "learning surrogate" as a keyword



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The heat source layout optimization using deep learning surrogate modeling

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Published in 2020 at "Structural and Multidisciplinary Optimization"

DOI: 10.1007/s00158-020-02659-4

Abstract: In practical engineering, the layout optimization technique driven by the thermal performance is faced with a severe computational burden when directly integrating the numerical analysis tool of temperature simulation into the optimization loop. To alleviate… read more here.

Keywords: learning surrogate; layout optimization; deep learning; optimization ... See more keywords