TY  - RPRT
TI  - Leveraging prior mean models for faster Bayesian optimization of particle accelerators
AU  - Boltz, Tobias [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); SLAC National Accelerator Laboratory]
AU  - Martinez, Jose L. [Argonne National Laboratory (ANL), Argonne, IL (United States)]
AU  - Xu, Connie [Duke University, Durham, NC (United States)]
AU  - Baker, Kathryn R. L. [Science and Technology Facilities Council (STFC), Oxford (United Kingdom). Rutherford Appleton Laboratory, ISIS Neutron Source]
AU  - Zhu, Zihan [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)]
AU  - Morgan, Jenny [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)]
AU  - Roussel, Ryan [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)]
AU  - Ratner, Daniel [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)]
AU  - Mustapha, Brahim [Argonne National Laboratory (ANL), Argonne, IL (United States)]
AU  - Edelen, Auralee L. [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)]
PY  - 2025
DO  - 10.1038/s41598-025-95297-z
UR  - https://www.osti.gov/biblio/2540558
ID  - 2540558
ER  -