Optimization of the injection beam line at the Cooler Synchrotron COSY using Bayesian Optimization
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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