Leveraging prior mean models for faster Bayesian optimization of particle accelerators.

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Bibliographic Details
Title: Leveraging prior mean models for faster Bayesian optimization of particle accelerators.
Authors: Boltz, Tobias1 (AUTHOR) tboltz@slac.stanford.edu, Martinez, Jose L.2 (AUTHOR) jl.mrtnz.mrn@gmail.com, Xu, Connie3 (AUTHOR), Baker, Kathryn R. L.4 (AUTHOR), Zhu, Zihan1 (AUTHOR), Morgan, Jenny1 (AUTHOR), Roussel, Ryan1 (AUTHOR), Ratner, Daniel1 (AUTHOR), Mustapha, Brahim2 (AUTHOR), Edelen, Auralee L.1 (AUTHOR)
Source: Scientific Reports. 4/10/2025, Vol. 15 Issue 1, p1-14. 14p.
Database: Academic Search Ultimate
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ISSN:20452322
DOI:10.1038/s41598-025-95297-z