Articles with "graph constrained" as a keyword



Accelerating multi-objective optimization of concrete thin shell structures using graph-constrained GANs and NSGA-II

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Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-00017-2

Abstract: In architectural and engineering design, minimizing weight, deflection, and strain energy requires navigating complex, non-linear interactions among competing objectives, making the optimization of concrete thin shell constructions particularly challenging. Traditional multi-objective optimization (MOO) methods frequently… read more here.

Keywords: concrete thin; thin shell; graph constrained; optimization ... See more keywords