A conditional latent autoregressive recurrent model for generation and forecasting of beam dynamics in particle accelerators

Mahindra Rautela, Alan Williams, Alexander Scheinker

Particle accelerators are complex systems that focus, guide, and accelerate intense charged particle beams to high energy. Beam diagnostics present a challenging problem due to lim…