Quality optimization of liquid silicon lenses based on sequential approximation optimization and radial basis function networks

Quality optimization of liquid silicon lenses based on sequential approximation optimization and radial basis function networks

Abstract This study introduces an innovative multi-objective optimization method based on sequential approximation optimization (SAO) and radial basis function (RBF) networks to enhance the injection molding process for liquid silicone optical lenses. The method successfully minimizes residual stres...

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Bibliographic Details
Main Authors: Hanjui Chang, Shuzhou Lu, Yue Sun, Yuntao Lan
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Liquid optical silicone lenses
Multi-objective optimization
Destructively measure
Sequential approximate optimization
Radial basis function
Online Access:https://doi.org/10.1038/s41598-025-87753-7
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https://doi.org/10.1038/s41598-025-87753-7

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