Laser Wakefield accelerator modelling with variational neural networks

M.J.V. Streeter^*, C. Colgan, C.C. Cobo, C. Arran, E.E. Los, R. Watt, N. Bourgeois, L. Calvin, J. Carderelli, N. Cavanagh, S J.D. Dann, R. Fitzgarrald, E. Gerstmayr, A.S. Joglekar, B. Kettle, P. Mckenna, C.D. Murphy, Z. Najmudin, P. Parsons, Q. QianP.P. Rajeev, C.P. Ridgers, D.R. Symes, A.G.R. Thomas, G. Sarri, S.P.D. Mangles

^*Corresponding author for this work