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

High Power Laser Science and Engineering, Volume. 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

show less

Tools

Get Citation

Copy Citation Text

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

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Research Articles

Received: Oct. 14, 2022

Accepted: Dec. 21, 2022

Posted: Dec. 22, 2022

Published Online: Mar. 1, 2023

The Author Email: M. J. V. Streeter (m.streeter@qub.ac.uk)

DOI:10.1017/hpl.2022.47

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology