2 papers
physics.plasm-ph2025
Bayesian Optimization of Laser-Wakefield Acceleration via Spectral Pulse Shaping
B. Z. DjordjeviÄ, C. Benedetti, A. D. McNaughton +7
In this paper, we investigate the effect of spectral pulse shaping of the laser driver on the performance of channel-guided, laser-plasma accelerators. The study was carried out wi…
physics.plasm-ph2025
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…