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Bayesian optimization of electron energy from laser wakefield accelerators

P. Valenta ^1,*, T. Zh. Esirkepov², J. D. Ludwig ³, S. C. Wilks ³, and S. V. Bulanov ¹

¹ELI Beamlines Facility, The Extreme Light Infrastructure ERIC, Za Radnicí 835, 25241 Dolní Břežany, Czech Republic
²Kansai Institute for Photon Science, National Institutes for Quantum Science and Technology, Umemidai 8-1-7, Kizugawa, Kyoto 619-0215, Japan
³Lawrence Livermore National Laboratory, 7000 East Avenue, Livermore, California 94551, USA

^*Contact author: petr.valenta@eli-beams.eu

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Articles Citing

Bayesian optimization of electron energy from laser wakefield accelerators

Optimising secondary particles and radiation sources from a highly efficient laser wakefield accelerator

Bayesian optimization of laser wakefield acceleration via spectral pulse shaping

Combined tools for particle-in-cell simulations performed with transversely asymmetric chirped lasers

Optimized matching conditions for self-guided laser wakefield accelerators

Numerical analysis of the plasma density profile of a laser wakefield accelerator using multi-objective Bayesian optimization

Differentiable control of laser–plasma experiments with conditional diffusion models

Multi-objective Bayesian optimization of high-quality attosecond electron bunch generation via laser wakefield acceleration

Batch Bayesian optimization of attosecond betatron pulses from laser wakefield acceleration

No title available

No title available

Toward controlling electron beam charge with nanoparticle-assisted laser wakefield accelerators

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