Multiobjective Bayesian optimization for online accelerator tuning

Particle accelerators require constant tuning during operation to meet beam quality, total charge and particle energy requirements for use in a wide variety of physics, chemistry and biology experiments. Maximizing the performance of an accelerator facility often necessitates multiobjective optimiza...

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Bibliographic Details
Main Authors: Ryan Roussel, Adi Hanuka, Auralee Edelen
Format: Article
Language:English
Published: American Physical Society 2021-06-01
Series:Physical Review Accelerators and Beams
Online Access:http://doi.org/10.1103/PhysRevAccelBeams.24.062801