Optimization of the injection beam line at the Cooler Synchrotron COSY using Bayesian Optimization
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Instrumentation"
DOI: 10.1088/1748-0221/18/04/p04010
Abstract: The complex non-linear processes in multi-dimensional parameter spaces, that are typical for an accelerator, are a natural application for machine learning algorithms. This paper reports on the use of Bayesian optimization for the optimization of… read more here.
Keywords: bayesian optimization; injection beam; optimization injection; beam line ... See more keywords
Optimization of Injection Stretch Blow Molding: Part I – Defining Part Thickness Profile
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DOI: 10.3139/217.3746
Abstract: Abstract This paper suggests a methodology based on a neuroevolutionary approach to optimize the use of material in blow molding applications. This approach aims at determining the optimal thickness distribution for a certain blow molded… read more here.
Keywords: blow molding; part; blow; injection stretch ... See more keywords
Process Optimization of Injection Overmolding Structural Electronics with Regard to Film Distortion
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DOI: 10.3390/polym14235060
Abstract: The integration of structural electronics in injection-molded parts is a challenging step. The films—comprising of laminated stacks with electronics—are exposed to shear stresses and elevated temperatures by the molten thermoplastic. Hence, molding settings have a… read more here.
Keywords: injection; process optimization; structural electronics; optimization injection ... See more keywords