Due to the complex, nonlinear and correlated nature of accelerator systems, electron beam property optimisation is a time-consuming process. Here, the authors utilise multi-objective Bayesian active learning for speeding up online beam tuning at MeV ultrafast electron diffraction facility.
- Fuhao Ji
- Auralee Edelen
- Robert Joel England