Machine learning assisted Bayesian calibration of an accelerator digital twin from orbit response data

Christopher Kelly, Kevin A. Brown, Georg H. Hoffstaetter +2

Digital twins of particle accelerators are used to plan and control operations and to design data collection campaigns. Accurate modeling typically requires knowledge of quantities…