Two-stage Convolutional Neural Network for pseudo six-dimensional phase space reconstruction

Sayantan Mukherjee, Masao Kuriki, Zachary John Liptak +5

In particle accelerators, broad characterization of the six-dimensional (6D) beam phase space is crucial but difficult to obtain with conventional beam diagnostics. We develop a tw…