Prior-mean-assisted Bayesian optimization application on FRIB Front-End tunning

Kilean Hwang, Tomofumi Maruta, Alexander Plastun +5

Bayesian optimization~(BO) is often used for accelerator tuning due to its high sample efficiency. However, the computational scalability of training over large data-set can be pro…