Laser wakefield accelerator modelling with variational neural networks

M. J. V. Streeter; C. Colgan; C. C. Cobo; C. Arran; E. E. Los; R. Watt; N. Bourgeois; L. Calvin; J. Carderelli; N. Cavanagh; S. J. D. Dann; R. Fitzgarrald; E. Gerstmayr; A. S. Joglekar; B. Kettle; P. Mckenna; C. D. Murphy; Z. Najmudin; P. Parsons; Q. Qian; P. P. Rajeev; C. P. Ridgers; D. R. Symes; A. G. R. Thomas; G. Sarri; S. P. D. Mangles

doi:10.1017/hpl.2022.47

Journals >High Power Laser Science and Engineering >Volume 11 >Issue 1 >Page 010000e9 > Article

High Power Laser Science and Engineering
Vol. 11, Issue 1, 010000e9 (2023)

Laser wakefield accelerator modelling with variational neural networks | Editors' Pick

M. J. V. Streeter^1、*, C. Colgan², C. C. Cobo³, C. Arran³, E. E. Los², R. Watt², N. Bourgeois⁴, L. Calvin¹, J. Carderelli⁵, N. Cavanagh¹, S. J. D. Dann⁴, R. Fitzgarrald⁵, E. Gerstmayr², A. S. Joglekar^5、6, B. Kettle², P. Mckenna⁷, C. D. Murphy³, Z. Najmudin², P. Parsons⁴, Q. Qian⁵, P. P. Rajeev⁴, C. P. Ridgers³, D. R. Symes⁴, A. G. R. Thomas⁵, G. Sarri¹, and S. P. D. Mangles²

Author Affiliations

¹School of Mathematics and Physics, Queen’s University Belfast, Belfast, UK

²The John Adams Institute for Accelerator Science, Imperial College London, London, UK

³York Plasma Institute, School of Physics, Engineering and Technology, University of York, York, UK

⁴Central Laser Facility, STFC Rutherford Appleton Laboratory, Didcot, UK

⁵Gérard Mourou Center for Ultrafast Optical Science, University of Michigan, Ann Arbor, USA

⁶Ergodic LLC, San Francisco, USA

⁷Department of Physics, SUPA, University of Strathclyde, Glasgow, UK

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DOI: 10.1017/hpl.2022.47 Cite this Article Set citation alerts

M. J. V. Streeter, C. Colgan, C. C. Cobo, C. Arran, E. E. Los, R. Watt, N. Bourgeois, L. Calvin, J. Carderelli, N. Cavanagh, S. J. D. Dann, R. Fitzgarrald, E. Gerstmayr, A. S. Joglekar, B. Kettle, P. Mckenna, C. D. Murphy, Z. Najmudin, P. Parsons, Q. Qian, P. P. Rajeev, C. P. Ridgers, D. R. Symes, A. G. R. Thomas, G. Sarri, S. P. D. Mangles. Laser wakefield accelerator modelling with variational neural networks[J]. High Power Laser Science and Engineering, 2023, 11(1): 010000e9 Copy Citation Text

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