Physics

Automation and control of laser wakefield accelerators using Bayesian optimization

R. J. Shalloo, S. J. D. Dann, et al.

Discover how machine learning techniques revolutionized control and optimization in laser wakefield accelerators. This groundbreaking research, conducted by a team of expert authors, reveals a significant boost in electron beam charge through subtle tuning of laser pulse shapes.

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