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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Bibliographic Details
Main Authors: Arne De Temmerman, Mathias Verbeke
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-97508-z
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