Bayesian optimization of electron energy from laser wakefield accelerators

P. Valenta, T. Zh. Esirkepov, J. D. Ludwig +2

We use Bayesian optimization in combination with three-dimensional particle-in-cell simulations to determine the optimal laser and plasma parameters that, for a given laser pulse e…