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Improved multi-objective decision-making in manufacturing processes through uncertainty quantification and robust pareto front modelling

Abstract Manufacturing processes often exhibit complex relationships between input parameters and output responses, posing challenges for optimization and decision-making. Surrogate models are commonly employed to approximate these relationships, enabling efficient exploration of the design space. H...

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Autori principali: Arne De Temmerman, Mathias Verbeke
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2025-04-01
Serie:Scientific Reports
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Accesso online:https://doi.org/10.1038/s41598-025-97508-z
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