@misc{indiciae44c9375949be, title = {Leveraging prior mean models for faster Bayesian optimization of particle accelerators}, author = {Boltz, Tobias [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); SLAC National Accelerator Laboratory] and Martinez, Jose L. [Argonne National Laboratory (ANL), Argonne, IL (United States)] and Xu, Connie [Duke University, Durham, NC (United States)] and Baker, Kathryn R. L. [Science and Technology Facilities Council (STFC), Oxford (United Kingdom). Rutherford Appleton Laboratory, ISIS Neutron Source] and Zhu, Zihan [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] and Morgan, Jenny [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] and Roussel, Ryan [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] and Ratner, Daniel [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] and Mustapha, Brahim [Argonne National Laboratory (ANL), Argonne, IL (United States)] and Edelen, Auralee L. [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)]}, year = {2025}, doi = {10.1038/s41598-025-95297-z}, url = {https://www.osti.gov/biblio/2540558}, note = {Source identifier: 2540558} }