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Code and data associated with "Automation and control of laser wakefield accelerators using Bayesian optimisation"

Dataset

Description

This dataset contains the basic code for the article Automation and control of laser wakefield accelerators using Bayesian optimisation. It also contains the data and code to reproduce figure 3 and a video from an FBPIC simulation used in figure 5.
Date made available03 Nov 2020
PublisherZenodo
  • Automation and control of laser wakefield accelerators using Bayesian optimization

    Shalloo, R. J., Dann, S. J. D., Gruse, J. N., Underwood, C. I. D., Antoine, A. F., Arran, C., Backhouse, M., Baird, C. D., Balcazar, M. D., Bourgeois, N., Cardarelli, J. A., Hatfield, P., Kang, J., Krushelnick, K., Mangles, S. P. D., Murphy, C. D., Lu, N., Osterhoff, J., Põder, K. & Rajeev, P. P. & 9 others, Ridgers, C. P., Rozario, S., Selwood, M. P., Shahani, A. J., Symes, D. R., Thomas, A. G. R., Thornton, C., Najmudin, Z. & Streeter, M. J. V., 11 Dec 2020, In: Nature Communications. 11, 6355.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    File
    87 Downloads (Pure)

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